Upload 45 files

eval_model_1.txt

@@ -0,0 +1,102 @@
+classname: plane
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.0
+classname: baseball-diamond
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 209
+ap:  0.0
+classname: bridge
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.0
+classname: ground-track-field
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 131
+ap:  0.0
+classname: small-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.0
+classname: large-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.0
+classname: ship
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.0
+classname: tennis-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 739
+ap:  0.0
+classname: basketball-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 124
+ap:  0.0
+classname: storage-tank
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.0
+classname: soccer-ball-field
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 87
+ap:  0.0
+classname: roundabout
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 164
+ap:  0.0
+classname: harbor
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.0
+classname: swimming-pool
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.0
+classname: helicopter
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.0
+map: 0.0
+classaps:  [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]

eval_model_10.txt

@@ -0,0 +1,62 @@
+classname: plane
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.0
+classname: baseball-diamond
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 209
+ap:  0.0
+classname: bridge
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.0
+classname: ground-track-field
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 131
+ap:  0.0
+classname: small-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.0
+classname: large-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.0
+classname: ship
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.0
+classname: tennis-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 739
+ap:  0.0
+classname: basketball-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 124
+ap:  0.0
+classname: storage-tank
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.0
+classname: soccer-ball-field
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 87
+ap:  0.0
+classname: roundabout
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 164
+ap:  0.0
+classname: harbor
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.0
+classname: swimming-pool
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.0
+classname: helicopter
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.0
+map: 0.0
+classaps:  [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]

eval_model_11.txt

@@ -0,0 +1,103 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.7680645246076646
+classname: baseball-diamond
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.4989231329177086
+classname: bridge
+check tp [0. 1. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.13556165417543514
+classname: ground-track-field
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 131
+ap:  0.3637558059218462
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 1. 0.]
+npos num: 5090
+ap:  0.5479185036443752
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.5080917864912776
+classname: ship
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.6154446427585609
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.8444401603412575
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.23872413290585837
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.7299416488645141
+classname: soccer-ball-field
+check tp [1. 0. 1. 0. 1. 1. 0. 0. 0. 1. 1. 0. 0. 0. 0. 1. 1. 1. 1. 1. 0. 0. 1. 1.
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+npos num: 87
+ap:  0.2813429062594802
+classname: roundabout
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.3268352906087326
+classname: harbor
+check tp [1. 0. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.28274516160523805
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.4381929114037484
+classname: helicopter
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.19897842811421979
+map: 0.45193071270799456
+classaps:  [76.80645246 49.89231329 13.55616542 36.37558059 54.79185036 50.80917865
+ 61.54446428 84.44401603 23.87241329 72.99416489 28.13429063 32.68352906
+ 28.27451616 43.81929114 19.89784281]

eval_model_12.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8480919013917358
+classname: baseball-diamond
+check tp [0. 0. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.3851745846086597
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.29692997112873226
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.43742585650068894
+classname: small-vehicle
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5989535292688263
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7191496340784019
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.728566299519047
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9020305006851371
+classname: basketball-court
+check tp [1. 0. 0. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5255460486061686
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.7536965566084665
+classname: soccer-ball-field
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 87
+ap:  0.25000113522840794
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6049385710537385
+classname: harbor
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.30779703444335865
+classname: swimming-pool
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.4044174822204157
+classname: helicopter
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.3646975051162251
+map: 0.541827774030534
+classaps:  [84.80919014 38.51745846 29.69299711 43.74258565 59.89535293 71.91496341
+ 72.85662995 90.20305007 52.55460486 75.36965566 25.00011352 60.49385711
+ 30.77970344 40.44174822 36.46975051]

eval_model_13.txt

@@ -0,0 +1,96 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8419648228656175
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.4226565587238202
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.300169408680131
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.382417410243284
+classname: small-vehicle
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6339762012677447
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.6976997573578276
+classname: ship
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7336527460299935
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.8938513824067279
+classname: basketball-court
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.39650271831048056
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.731349545272138
+classname: soccer-ball-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.30949647995102536
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5113172481252172
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.3201305746752071
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.4774732568555428
+classname: helicopter
+check tp [1. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.1417485844928752
+map: 0.5196271130171756
+classaps:  [84.19648229 42.26565587 30.01694087 38.24174102 63.39762013 69.76997574
+ 73.3652746  89.38513824 39.65027183 73.13495453 30.949648   51.13172481
+ 32.01305747 47.74732569 14.17485845]

eval_model_14.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8829117788041795
+classname: baseball-diamond
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.3707136055507775
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.266236268736646
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.4925479190201757
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6434423595740604
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7347986050905329
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7430223008512766
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.906923130519605
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5500043911208347
+classname: storage-tank
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.7399867885436153
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.448670526404009
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.33151423638734373
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.39334629572936636
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.4891950823666157
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.27835406535840906
+map: 0.5514444902704965
+classaps:  [88.29117788 37.07136056 26.62362687 49.2547919  64.34423596 73.47986051
+ 74.30223009 90.69231305 55.00043911 73.99867885 44.86705264 33.15142364
+ 39.33462957 48.91950824 27.83540654]

eval_model_15.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8892909812842679
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.44392249309930976
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.24135742645299288
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.37655162096566064
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.606412584262665
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.6593110163798728
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7484186158100068
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9036599758306112
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5227404709112026
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.7621486761392796
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.4553462625125113
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5578020914037478
+classname: harbor
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.387407566958964
+classname: swimming-pool
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5167447192198089
+classname: helicopter
+check tp [1. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.19885464487661444
+map: 0.5513312764071677
+classaps:  [88.92909813 44.39224931 24.13574265 37.6551621  60.64125843 65.93110164
+ 74.84186158 90.36599758 52.27404709 76.21486761 45.53462625 55.78020914
+ 38.7407567  51.67447192 19.88546449]

eval_model_16.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8954197681848255
+classname: baseball-diamond
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.6389970598107328
+classname: bridge
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.3055941507553277
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.52719158037457
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6170913505821011
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7316169026612788
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7508222105416668
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9064833547174488
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5351937166875664
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8418168941395898
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.5660312324117395
+classname: roundabout
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.4120543759443401
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.3230503994445984
+classname: swimming-pool
+check tp [0. 1. 1. ... 1. 0. 0.]
+npos num: 366
+ap:  0.4652033194843581
+classname: helicopter
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.34959942098516383
+map: 0.5910777157816871
+classaps:  [89.54197682 63.89970598 30.55941508 52.71915804 61.70913506 73.16169027
+ 75.08222105 90.64833547 53.51937167 84.18168941 56.60312324 41.20543759
+ 32.30503994 46.52033195 34.9599421 ]

eval_model_17.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8862848678042382
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.4843861538169778
+classname: bridge
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.2781923395659808
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.34068130957155873
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6211314642605199
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7370050320209532
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7551572651830001
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9013324234125782
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.48048692127081966
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8224591648023802
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.512547975226039
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5630145649985695
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.3975033996607367
+classname: swimming-pool
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.4883718301422643
+classname: helicopter
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.1583303396621292
+map: 0.5617923367599164
+classaps:  [88.62848678 48.43861538 27.81923396 34.06813096 62.11314643 73.7005032
+ 75.51572652 90.13324234 48.04869213 82.24591648 51.25479752 56.3014565
+ 39.75033997 48.83718301 15.83303397]

eval_model_18.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8942026306967935
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.6040022770544385
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.316217623622709
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.4756275940121127
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6117075936626709
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 1.]
+npos num: 4293
+ap:  0.750014892186692
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7418746227562858
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9073263120523635
+classname: basketball-court
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5495463898120725
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.7655071190016117
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.5240791902082225
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5800765758728429
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.4700394621770577
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.47019126897415664
+classname: helicopter
+check tp [0. 1. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.25200574704655543
+map: 0.5941612866091057
+classaps:  [89.42026307 60.40022771 31.62176236 47.5627594  61.17075937 75.00148922
+ 74.18746228 90.73263121 54.95463898 76.5507119  52.40791902 58.00765759
+ 47.00394622 47.0191269  25.2005747 ]

eval_model_19.txt

@@ -0,0 +1,95 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.895383733765101
+classname: baseball-diamond
+check tp [0. 1. 1. 0. 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 0. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+ 1. 0. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1. 0. 0. 1. 1. 1. 1. 1. 0.
+ 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 0. 0. 0. 0. 1. 0. 0. 0. 1. 1.
+ 0. 0. 0. 1. 1. 1. 1. 0. 0. 1. 1. 1. 1. 1. 0. 0. 1. 1. 0. 1. 1. 1. 1. 1.
+ 0. 0. 1. 1. 0. 1. 0. 0. 1. 0. 0. 1. 1. 1. 0. 0. 0. 0. 1. 1. 0. 0. 0. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.5742778774026432
+classname: bridge
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.37782838161147236
+classname: ground-track-field
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5323715099762772
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5860428079421269
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7385165723614655
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8233760532126371
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.907604458683754
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.504379572214634
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.7765559564416036
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.5321819550267454
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5879139671691475
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5099748084881327
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5494367882113668
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.21718351065236738
+map: 0.6075351968772983
+classaps:  [89.53837338 57.42778774 37.78283816 53.237151   58.60428079 73.85165724
+ 82.33760532 90.76044587 50.43795722 77.65559564 53.2181955  58.79139672
+ 50.99748085 54.94367882 21.71835107]

eval_model_2.txt

@@ -0,0 +1,154 @@
+classname: plane
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.0
+classname: baseball-diamond
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 209
+ap:  0.0
+classname: bridge
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.0
+classname: ground-track-field
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 131
+ap:  0.0
+classname: small-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.0
+classname: large-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.0
+classname: ship
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.0
+classname: tennis-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 739
+ap:  0.0
+classname: basketball-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 124
+ap:  0.0
+classname: storage-tank
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.0
+classname: soccer-ball-field
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 87
+ap:  0.0
+classname: roundabout
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 164
+ap:  0.0
+classname: harbor
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.0
+classname: swimming-pool
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.0
+classname: helicopter
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+ 0. 0.]
+npos num: 72
+ap:  0.0
+map: 0.0
+classaps:  [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]

eval_model_20.txt

@@ -0,0 +1,101 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8984343221117348
+classname: baseball-diamond
+check tp [1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.6909693029590424
+classname: bridge
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.37769991910318595
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5203214104335037
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6075005893185454
+classname: large-vehicle
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7296179327550503
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7467353322949261
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9070885062074491
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5762562018437496
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8180641082206703
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.4900588450457789
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5759392102300901
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.508601715107215
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5714130018701604
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.3224159626893145
+map: 0.6227410906793611
+classaps:  [89.84343221 69.0969303  37.76999191 52.03214104 60.75005893 72.96179328
+ 74.67353323 90.70885062 57.62562018 81.80641082 49.0058845  57.59392102
+ 50.86017151 57.14130019 32.24159627]

eval_model_21.txt

@@ -0,0 +1,101 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8948197867379929
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 0.
+ 1. 1. 0. 0. 0. 1. 1. 1. 0. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 0. 1.
+ 1. 1. 1. 1. 1. 0. 0. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1.
+ 0. 0. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 0. 0. 1. 1. 1. 1. 1. 1. 0. 0.
+ 1. 0. 0. 1. 1. 0. 1. 1. 0. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1.
+ 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1. 1. 1. 1.
+ 1. 1. 0. 1. 0. 1. 1. 1. 0. 1. 1. 0. 0. 0. 1. 1. 1. 0. 0. 0. 0. 0. 1. 1.
+ 1. 0. 1. 0. 1. 0. 1. 0. 1. 1. 0. 1. 1. 1. 0. 0. 0. 0. 1. 0. 0. 0. 1. 1.
+ 0. 0. 0. 1. 1. 0. 0. 1. 0. 0. 0. 0. 1. 0. 0. 0. 1. 0. 1. 0. 0. 1. 1. 0.
+ 0. 0. 0. 0. 0. 1. 1. 1. 1. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 1. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.6058397467610745
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.38260080579127564
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5301575234001212
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.7033822230121742
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7506917136797533
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7484430666627079
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9081453464811564
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.5948632511521679
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8023927167033487
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.5375171743177098
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5311335059993565
+classname: harbor
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.4990372434360734
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.60972390455831
+classname: helicopter
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.30374765151525396
+map: 0.6268330440138983
+classaps:  [89.48197867 60.58397468 38.26008058 53.01575234 70.3382223  75.06917137
+ 74.84430667 90.81453465 59.48632512 80.23927167 53.75171743 53.1133506
+ 49.90372434 60.97239046 30.37476515]

eval_model_22.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8934241385405832
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.587562139026761
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.363460482391825
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5553167864363763
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6863702601877509
+classname: large-vehicle
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8068520260474502
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8112129458197659
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9071917999241939
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.6150380489587373
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8566266060659726
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6090260268745523
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5841404870822974
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5495332933696702
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5739786982976044
+classname: helicopter
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.2946659332429835
+map: 0.646293311484435
+classaps:  [89.34241385 58.7562139  36.34604824 55.53167864 68.63702602 80.6852026
+ 81.12129458 90.71917999 61.5038049  85.66266061 60.90260269 58.41404871
+ 54.95332934 57.39786983 29.46659332]

eval_model_23.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.896649690667217
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.5905171916782561
+classname: bridge
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.3969435546064214
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5674539190863487
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5786537043043858
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7369029642418025
+classname: ship
+check tp [1. 1. 1. ... 0. 1. 0.]
+npos num: 8861
+ap:  0.532374868107474
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9077323537375896
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.6484465472979025
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8516669322920608
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6325304620396646
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6093600350019208
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5443778633131817
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5925237156888553
+classname: helicopter
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.2562561425628783
+map: 0.6228259963083972
+classaps:  [89.66496907 59.05171917 39.69435546 56.74539191 57.86537043 73.69029642
+ 53.23748681 90.77323537 64.84465473 85.16669323 63.2530462  60.9360035
+ 54.43778633 59.25237157 25.62561426]

eval_model_24.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8983484202112646
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.7161459496180632
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.38378340499810754
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5719870147886339
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6258648854323376
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.757310778201232
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7711450463907068
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9079944728588543
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.663065405679341
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8608585051117955
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.5071639745770153
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5900613292364698
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5267656290222626
+classname: swimming-pool
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.62284654504919
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.48385781152623164
+map: 0.6591466115134338
+classaps:  [89.83484202 71.61459496 38.3783405  57.19870148 62.58648854 75.73107782
+ 77.11450464 90.79944729 66.30654057 86.08585051 50.71639746 59.00613292
+ 52.6765629  62.2846545  48.38578115]

eval_model_25.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.897203570169157
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.6834090439098448
+classname: bridge
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.3939698804521267
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.6248060365640532
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5820806924708001
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.75480231191268
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8431609933488088
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9078666472462513
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.6591075139519437
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 1. 0.]
+npos num: 1869
+ap:  0.8550334324302159
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6138720112133458
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.5996134750086876
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5802941628560347
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5722211680447606
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.49935714234123507
+map: 0.6711198721279964
+classaps:  [89.72035702 68.34090439 39.39698805 62.48060366 58.20806925 75.48023119
+ 84.31609933 90.78666472 65.9107514  85.50334324 61.38720112 59.9613475
+ 58.02941629 57.2221168  49.93571423]

eval_model_26.txt

@@ -0,0 +1,101 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.896793680336192
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1.
+ 0. 1. 0. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 0. 1. 1. 1. 1. 0. 0. 1. 0. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0.
+ 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 0. 1. 0. 0. 1. 1. 1. 1. 0. 0. 1. 1. 0. 1.
+ 1. 1. 1. 1. 0. 1. 1. 0. 1. 0. 0. 0. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 0. 0.
+ 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 0. 0. 1. 1. 1. 1. 0. 1. 0. 1. 0. 1. 1.
+ 0. 0. 0. 1. 1. 1. 1. 0. 1. 1. 0. 1. 0. 0. 0. 1. 0. 1. 1. 0. 1. 1. 0. 0.
+ 0. 0. 0. 0. 0. 0. 1. 1. 1. 0. 1. 0. 1. 1. 0. 0. 1. 1. 0. 1. 0. 0. 0. 0.
+ 1. 0. 0. 1. 1. 1. 0. 0. 0. 0. 0. 1. 0. 0. 1. 1. 0. 1. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 1. 1. 0. 0. 0. 0. 0. 1.
+ 0. 1. 1. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0.
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+check tp [0. 1. 0. ... 0. 0. 0.]
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+check tp [1. 1. 1. ... 0. 0. 0.]
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+npos num: 739
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+classname: basketball-court
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+npos num: 124
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+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
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+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
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+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
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+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5512578009529508
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
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+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
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+map: 0.6536534911777871
+classaps:  [89.67936803 70.18200943 41.57551094 58.51773869 52.50591137 77.19425085
+ 82.94383499 90.79982051 63.22914751 87.03614903 60.06862263 61.80849213
+ 55.1257801  59.57983218 30.23376837]

eval_model_27.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8984719305696119
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.6983107496660086
+classname: bridge
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.36661384566789235
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5772737938742181
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5542559345789226
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7544543439416335
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.7639805142610261
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.905423107152214
+classname: basketball-court
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 124
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+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8512870633349592
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
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+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
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+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
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+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
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+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
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+map: 0.6601835404686063
+classaps:  [89.84719306 69.83107497 36.66138457 57.72737939 55.42559346 75.44543439
+ 76.39805143 90.54231072 69.19856115 85.12870633 63.23931264 63.20061576
+ 53.12088556 59.66970671 44.83910058]

eval_model_28.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8971128467795402
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.6963014401065919
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
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+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.6061934020640071
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6284234837327526
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
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+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
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+ap:  0.8297880885449642
+classname: tennis-court
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+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
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+check tp [1. 1. 1. ... 0. 0. 0.]
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+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
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+check tp [1. 1. 1. ... 0. 0. 0.]
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+npos num: 72
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+classaps:  [89.71128468 69.63014401 43.05237058 60.61934021 62.84234837 77.70347359
+ 82.97880885 90.77354168 67.20090595 86.64655347 65.16770564 62.10436551
+ 54.98087436 57.71767682 29.89215103]

eval_model_29.txt

@@ -0,0 +1,64 @@
+classname: plane
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+npos num: 2450
+ap:  0.8987607165610155
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
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+check tp [1. 1. 1. ... 0. 0. 0.]
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+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
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+map: 0.6644480784261192
+classaps:  [89.87607166 67.72422544 39.43678106 60.53482596 59.3806905  75.63019256
+ 85.70101695 90.78534943 68.63941793 85.59745507 64.58493436 58.88815221
+ 53.7913222  61.23754663 34.86413568]

eval_model_3.txt

@@ -0,0 +1,62 @@
+classname: plane
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+npos num: 72
+ap:  0.0
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+classaps:  [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]

eval_model_30.txt

@@ -0,0 +1,64 @@
+classname: plane
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+ap:  0.8970091745894272
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+npos num: 131
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+classname: basketball-court
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+classname: soccer-ball-field
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+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
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+npos num: 2065
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+classname: swimming-pool
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+npos num: 366
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+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
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+map: 0.6798839124302754
+classaps:  [89.70091746 69.36250336 44.24474119 59.9092352  60.27007724 81.61577676
+ 81.59443594 90.75636978 65.68183426 87.24644951 55.97858852 55.87264579
+ 60.06304175 61.80081045 55.72844142]

eval_model_31.txt

@@ -0,0 +1,64 @@
+classname: plane
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+npos num: 2450
+ap:  0.893809553776719
+classname: baseball-diamond
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+npos num: 209
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+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
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+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6701955021899593
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
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+classname: ship
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+npos num: 8861
+ap:  0.8539940282640223
+classname: tennis-court
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+npos num: 739
+ap:  0.9077500670421026
+classname: basketball-court
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+npos num: 1869
+ap:  0.8683169624445006
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
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+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
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+npos num: 2065
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+classname: swimming-pool
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+npos num: 366
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+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.4920844628355759
+map: 0.6869900747627018
+classaps:  [89.38095538 70.03780548 45.28276824 58.0016481  67.01955022 76.95264323
+ 85.39940283 90.7750067  68.76416078 86.83169624 59.5564428  59.55304204
+ 61.26255836 62.45898546 49.20844628]

eval_model_32.txt

@@ -0,0 +1,100 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8957279577068467
+classname: baseball-diamond
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+npos num: 424
+ap:  0.4725995716453468
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5623653097546083
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6130772354275534
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8021515698632476
+classname: ship
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+npos num: 8861
+ap:  0.853931740246138
+classname: tennis-court
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+npos num: 739
+ap:  0.9084145021645024
+classname: basketball-court
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+npos num: 124
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+classname: storage-tank
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+npos num: 1869
+ap:  0.8615010543671628
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
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+classname: roundabout
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 0. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+ 0. 1. 1. 0. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 0. 1. 0. 1. 0. 1. 0. 0. 1. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 164
+ap:  0.6119368204591427
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.62662209555848
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6050116311463831
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.44153945640250086
+map: 0.6874401261912941
+classaps:  [89.57279577 77.44177087 47.25995716 56.23653098 61.30772354 80.21515699
+ 85.39317402 90.84145022 63.69295985 86.15010544 64.53756409 61.19368205
+ 62.66220956 60.50116311 44.15394564]

eval_model_33.txt

@@ -0,0 +1,137 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8973308347763767
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1.
+ 1. 0. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.721356404181924
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.43074558259747003
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5845513264432306
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6592656536532435
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.804877735831539
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8509647866706769
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9082637408197112
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.6657935516864089
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8659214388634555
+classname: soccer-ball-field
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1.
+ 1. 1. 0. 1. 1. 0. 1. 0. 0. 1. 1. 0. 1. 1. 1. 0. 0. 0. 0. 1. 0. 0. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 87
+ap:  0.6093558240465724
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6267838403857975
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6137063620692844
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.623184274541371
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.2959774527005864
+map: 0.6772052539511766
+classaps:  [89.73308348 72.13564042 43.07455826 58.45513264 65.92656537 80.48777358
+ 85.09647867 90.82637408 66.57935517 86.59214389 60.9355824  62.67838404
+ 61.37063621 62.31842745 29.59774527]

eval_model_34.txt

@@ -0,0 +1,159 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.897493088080535
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
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+classname: bridge
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.45771638424045125
+classname: ground-track-field
+check tp [1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 131
+ap:  0.6043211277398093
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6581716008054694
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8106584493826483
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8565658729518061
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9079987189151739
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.6846414167210297
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.870253854554666
+classname: soccer-ball-field
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 0. 0. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 87
+ap:  0.6970663704305993
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6517325234207468
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5953018718499563
+classname: swimming-pool
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6395931527622053
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.3122355768939779
+map: 0.6906724389735375
+classaps:  [89.74930881 71.63365759 45.77163842 60.43211277 65.81716008 81.06584494
+ 85.6565873  90.79987189 68.46414167 87.02538546 69.70663704 65.17325234
+ 59.53018718 63.95931528 31.22355769]

eval_model_35.txt

@@ -0,0 +1,102 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 1.]
+npos num: 2450
+ap:  0.8984188952813721
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.7314296760671753
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.4496479266508753
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.6672061147693967
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5901821755156882
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.7664916360478964
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8403217182732734
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9084134941064899
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 0. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 124
+ap:  0.6903016308243626
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8645545530056583
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6495817434166713
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6293400830865223
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.5347525803374061
+classname: swimming-pool
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5704921275602133
+classname: helicopter
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.38976893029338433
+map: 0.6787268856824257
+classaps:  [89.84188953 73.14296761 44.96479267 66.72061148 59.01821755 76.6491636
+ 84.03217183 90.84134941 69.03016308 86.4554553  64.95817434 62.93400831
+ 53.47525803 57.04921276 38.97689303]

eval_model_36.txt

@@ -0,0 +1,124 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8991327671273457
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+npos num: 209
+ap:  0.7430996332836647
+classname: bridge
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.42889512523981743
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.6090665490621201
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5573478854387159
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8095188109459766
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8508591504624535
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9080182354518639
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.6250368867163977
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.867233400440691
+classname: soccer-ball-field
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 1. 1. 1.
+ 1. 1. 1. 0. 1. 1. 0. 0. 1. 1. 1. 1. 0. 0. 0. 0. 1. 1. 1. 1. 1. 0. 1. 1.
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+npos num: 87
+ap:  0.6972969348127417
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6075510982515093
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6207544055123904
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6218750526356371
+classname: helicopter
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.3290074871332331
+map: 0.6783128948343039
+classaps:  [89.91327671 74.30996333 42.88951252 60.90665491 55.73478854 80.95188109
+ 85.08591505 90.80182355 62.50368867 86.72334004 69.72969348 60.75510983
+ 62.07544055 62.18750526 32.90074871]

eval_model_37.txt

@@ -0,0 +1,167 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.900287563862126
+classname: baseball-diamond
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+npos num: 424
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+npos num: 4293
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+ap:  0.8595261722068502
+classname: tennis-court
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+npos num: 739
+ap:  0.908683853459973
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+ap:  0.8683337356160792
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+ap:  0.6016561052047226
+classname: helicopter
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.4005498819903448
+map: 0.6867045697618884
+classaps:  [90.02875639 73.89710335 43.96520941 66.86571028 57.66946812 79.76720905
+ 85.95261722 90.86838535 67.68743493 86.83337356 62.92739298 61.355698
+ 62.01789729 60.16561052 40.0549882 ]

eval_model_38.txt

@@ -0,0 +1,176 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8994529301959147
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+classname: tennis-court
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+npos num: 1869
+ap:  0.8694710072398382
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+npos num: 87
+ap:  0.6250919279780641
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6043668670382949
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6103139160720156
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6025868323730803
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.48763130366001173
+map: 0.688840155305059
+classaps:  [89.94529302 73.63813743 43.49825181 65.3082696  57.81306491 80.44544023
+ 86.31107148 90.84165093 65.51286811 86.94710072 62.5091928  60.4366867
+ 61.03139161 60.25868324 48.76313037]

eval_model_39.txt

@@ -0,0 +1,103 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8999806813764019
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.7501097297530644
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.4362138581931815
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5770200171972394
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.6135512747671292
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8210669596203546
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.84039619786312
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9088191330343798
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 0. 0. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 0. 0.
+ 1. 0. 1. 1. 1. 0. 0. 1. 0. 0. 0. 1. 0. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1.
+ 1. 1. 0. 0. 0. 0. 1. 0. 1. 1. 0. 0. 1. 1. 0. 0. 1. 0. 0. 1. 0. 1. 0. 0.
+ 0. 0. 1. 0. 0. 0. 1. 0. 0. 1. 1. 0. 1. 0. 0. 1. 0. 0. 0. 0. 1. 1. 0. 1.
+ 0. 0. 1. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 1. 0.
+ 0. 1. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0.]
+npos num: 124
+ap:  0.7014591403340654
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.878435860001177
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6489646299458337
+classname: roundabout
+check tp [1. 1. 1. ... 0. 1. 0.]
+npos num: 164
+ap:  0.6202902162806659
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6339866682663775
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6241146089795898
+classname: helicopter
+check tp [0. 0. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.3751496723105816
+map: 0.6886372431948773
+classaps:  [89.99806814 75.01097298 43.62138582 57.70200172 61.35512748 82.10669596
+ 84.03961979 90.8819133  70.14591403 87.843586   64.89646299 62.02902163
+ 63.39866683 62.4114609  37.51496723]

eval_model_4.txt

@@ -0,0 +1,62 @@
+classname: plane
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.0
+classname: baseball-diamond
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 209
+ap:  0.0
+classname: bridge
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 424
+ap:  0.0
+classname: ground-track-field
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 131
+ap:  0.0
+classname: small-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.0
+classname: large-vehicle
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.0
+classname: ship
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.0
+classname: tennis-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 739
+ap:  0.0
+classname: basketball-court
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 124
+ap:  0.0
+classname: storage-tank
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.0
+classname: soccer-ball-field
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 87
+ap:  0.0
+classname: roundabout
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 164
+ap:  0.0
+classname: harbor
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.0
+classname: swimming-pool
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 366
+ap:  0.0
+classname: helicopter
+check tp [0. 0. 0. ... 0. 0. 0.]
+npos num: 72
+ap:  0.0
+map: 0.0
+classaps:  [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]

eval_model_40.txt

@@ -0,0 +1,199 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8996301318628067
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 0.
+ 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 0. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 0. 0. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 0. 1. 1. 0. 1. 0. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1.
+ 0. 0. 1. 1. 0. 1. 1. 1. 0. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1.
+ 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 0. 0.
+ 1. 0. 0. 0. 0. 1. 0. 0. 1. 1. 0. 0. 1. 0. 0. 1. 0. 0. 0. 1. 0. 0. 1. 1.
+ 0. 0. 1. 1. 1. 1. 0. 0. 1. 0. 1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 1. 0. 0.
+ 0. 0. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.7135677929551232
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.4631540354609057
+classname: ground-track-field
+check tp [1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1.
+ 1. 1. 1. 0. 1. 1. 0. 0. 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1.
+ 1. 0. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 1. 0. 1. 1. 1.
+ 1. 1. 0. 1. 1. 0. 0. 1. 1. 1. 1. 1. 1. 1. 1. 0. 0. 0. 0. 0. 1. 0. 1. 1.
+ 0. 0. 1. 1. 0. 0. 1. 0. 0. 0. 1. 1. 0. 1. 0. 0. 0. 0. 1. 0. 1. 1. 0. 0.
+ 0. 1. 0. 0. 1. 0. 0. 1. 0. 0. 1. 0. 0. 1. 0. 1. 0. 0. 1. 0. 0. 0. 1. 0.
+ 0. 1. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 1. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 1. 1. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 1. 1. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 1.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 1. 0. 1. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 131
+ap:  0.6627498406733479
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5831623942369154
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8159953074910339
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8592665260198562
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9084145021645024
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1.
+ 1. 1. 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 0. 1. 1. 1. 1. 1. 0. 0. 1.
+ 1. 0. 1. 0. 1. 0. 0. 0. 0. 1. 0. 0. 1. 0. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1.
+ 1. 1. 1. 0. 0. 0. 1. 1. 1. 1. 0. 0. 0. 0. 0. 0. 1. 1. 0. 0. 1. 0. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
+ 0. 0. 0. 0. 0. 0.]
+npos num: 124
+ap:  0.7064122554444315
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8742533484164041
+classname: soccer-ball-field
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 87
+ap:  0.67529187472419
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+npos num: 164
+ap:  0.6235093552297175
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6308919649966921
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6382484307710117
+classname: helicopter
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.285149270386561
+map: 0.6893131353888999
+classaps:  [89.96301319 71.3567793  46.31540355 66.27498407 58.31623942 81.59953075
+ 85.9266526  90.84145022 70.64122554 87.42533484 67.52918747 62.35093552
+ 63.0891965  63.82484308 28.51492704]

eval_model_41.txt

@@ -0,0 +1,99 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.9009371311135421
+classname: baseball-diamond
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+npos num: 4293
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+classname: tennis-court
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+classname: soccer-ball-field
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+npos num: 164
+ap:  0.6125837293146552
+classname: harbor
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+npos num: 2065
+ap:  0.6392760617681452
+classname: swimming-pool
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6040687604249902
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.36093763026214565
+map: 0.6965180051631893
+classaps:  [90.09371311 73.38916401 47.13430553 66.2429209  57.27327021 82.2055089
+ 86.29523436 90.84145022 71.56818725 87.64533695 70.40129813 61.25837293
+ 63.92760618 60.40687604 36.09376303]

eval_model_42.txt

@@ -0,0 +1,142 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8976627320882573
+classname: baseball-diamond
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+npos num: 209
+ap:  0.7475055370306201
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.4494344744849386
+classname: ground-track-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.6469856061891099
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5496457839137634
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.813896077663889
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8579157934936216
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.908683853459973
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 0. 1. 0. 1. 0. 1. 1. 1. 1. 1.
+ 1. 0. 0. 1. 1. 0. 1. 0. 0. 1. 0. 0. 1. 0. 0. 1. 0. 1. 1. 0. 1. 1. 0. 0.
+ 1. 1. 0. 0. 0. 1. 1. 1. 1. 0. 1. 0. 0. 0. 0. 0. 1. 1. 1. 0. 1. 0. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 124
+ap:  0.7084752711436115
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8686813840604171
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6894712827325387
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6129824364454814
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6363038260398163
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5718344279374533
+classname: helicopter
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.3868288206407373
+map: 0.6897538204882818
+classaps:  [89.76627321 74.7505537  44.94344745 64.69856062 54.96457839 81.38960777
+ 85.79157935 90.86838535 70.84752711 86.86813841 68.94712827 61.29824364
+ 63.6303826  57.18344279 38.68288206]

eval_model_43.txt

@@ -0,0 +1,100 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8987190903601193
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
+ 0. 0. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 0. 1. 1. 1. 1. 1. 0. 1. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.7575948947779274
+classname: bridge
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+npos num: 424
+ap:  0.45692791926224646
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 1. 0.]
+npos num: 131
+ap:  0.6076346431991423
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5486971010210695
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8195970502914676
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8457293704205942
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9086832450061151
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.7192225933354561
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8760593472541188
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.71771471317981
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6540459792239557
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6369175096273805
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.5940821936606839
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.39911491635135277
+map: 0.6960493711314293
+classaps:  [89.87190904 75.75948948 45.69279193 60.76346432 54.8697101  81.95970503
+ 84.57293704 90.8683245  71.92225933 87.60593473 71.77147132 65.40459792
+ 63.69175096 59.40821937 39.91149164]

eval_model_44.txt

@@ -0,0 +1,64 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8989691142226985
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.7281399067852363
+classname: bridge
+check tp [1. 1. 1. ... 0. 1. 0.]
+npos num: 424
+ap:  0.46283772452384986
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.5793217489370174
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5583057671115071
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8144554050403506
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8587906000410619
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.908681401273257
+classname: basketball-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 124
+ap:  0.7114731678312625
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8713893765966702
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.6850820570332765
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6088547809248762
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6351201642569213
+classname: swimming-pool
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6226414288680817
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.42546849165903416
+map: 0.6913020756736734
+classaps:  [89.89691142 72.81399068 46.28377245 57.93217489 55.83057671 81.4455405
+ 85.87906    90.86814013 71.14731678 87.13893766 68.5082057  60.88547809
+ 63.51201643 62.26414289 42.54684917]

eval_model_45.txt

@@ -0,0 +1,208 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8990016703388974
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1.
+ 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1. 1. 1. 1.
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+ 0. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 0. 1. 1. 1.
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+ 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0.
+ 0. 0. 1. 0. 1. 1. 0. 1. 0. 0. 1. 0. 1. 0. 1. 1. 1. 0. 1. 1. 0. 1. 0. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
+ap:  0.7265209505052895
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.4552574175888672
+classname: ground-track-field
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.639127119975231
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.590075689881979
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8156567675850488
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8501129874436946
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9088191330343798
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+npos num: 124
+ap:  0.7083438811901485
+classname: storage-tank
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 1869
+ap:  0.8792550848384574
+classname: soccer-ball-field
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.
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+npos num: 87
+ap:  0.6928142816327757
+classname: roundabout
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+ 0. 0. 0.]
+npos num: 164
+ap:  0.6145072229968916
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6313638366707619
+classname: swimming-pool
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6279899574029517
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.4827732322437751
+map: 0.7014412822219431
+classaps:  [89.90016703 72.65209505 45.52574176 63.912712   59.00756899 81.56567676
+ 85.01129874 90.8819133  70.83438812 87.92550848 69.28142816 61.4507223
+ 63.13638367 62.79899574 48.27732322]

eval_model_46.txt

@@ -0,0 +1,140 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8975151256161931
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 0. 1.
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+npos num: 209
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+npos num: 424
+ap:  0.45894621279858944
+classname: ground-track-field
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 131
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+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5508847934332205
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8002839078132393
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8632485884214252
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.9082816293498788
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 0. 1. 1. 1. 1.
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+npos num: 1869
+ap:  0.8722112900600164
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
+ap:  0.7001533839144115
+classname: roundabout
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 164
+ap:  0.6169620888470181
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6368131872946371
+classname: swimming-pool
+check tp [1. 0. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6028710524096935
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.469607588665537
+map: 0.6985634003691078
+classaps:  [89.75151256 74.0496685  45.89462128 62.3551758  55.08847934 80.02839078
+ 86.32485884 90.82816293 73.66237139 87.22112901 70.01533839 61.69620888
+ 63.68131873 60.28710524 46.96075887]

eval_model_47.txt

@@ -0,0 +1,102 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.900264875682675
+classname: baseball-diamond
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 209
+ap:  0.7412435149314704
+classname: bridge
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 424
+ap:  0.4795865759739981
+classname: ground-track-field
+check tp [0. 1. 1. ... 0. 0. 0.]
+npos num: 131
+ap:  0.624039261154471
+classname: small-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 5090
+ap:  0.5573671793434714
+classname: large-vehicle
+check tp [1. 1. 0. ... 0. 0. 0.]
+npos num: 4293
+ap:  0.8144760516154569
+classname: ship
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 8861
+ap:  0.8603915352708784
+classname: tennis-court
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 739
+ap:  0.908548168249661
+classname: basketball-court
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1. 1. 1. 1. 1. 1. 1. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 124
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+npos num: 1869
+ap:  0.8744054436017686
+classname: soccer-ball-field
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 87
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+npos num: 164
+ap:  0.5947687384101491
+classname: harbor
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2065
+ap:  0.6403059398434311
+classname: swimming-pool
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 366
+ap:  0.6209153703188873
+classname: helicopter
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 72
+ap:  0.43025357984122686
+map: 0.6960604508174217
+classaps:  [90.02648757 74.12435149 47.9586576  62.40392612 55.73671793 81.44760516
+ 86.03915353 90.85481682 71.63651772 87.44054436 67.79753508 59.47687384
+ 64.03059398 62.09153703 43.02535798]

eval_model_48.txt

@@ -0,0 +1,163 @@
+classname: plane
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 2450
+ap:  0.8988545515093707
+classname: baseball-diamond
+check tp [1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 0. 1.
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+ 0. 0. 0. 0. 0. 0. 0. 0.]
+npos num: 209
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+npos num: 424
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+npos num: 131
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+npos num: 5090
+ap:  0.6603303680911113
+classname: large-vehicle
+check tp [1. 1. 1. ... 0. 0. 0.]
+npos num: 4293
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eval_model_49.txt

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map_summary.txt

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+Run started: Fri Apr 24 22:20:31 +07 2026
+MAP output directory: /Users/lehoangan/Documents/GitHub/BBAV/Improving-Oriented-Object-Detection-in-Aerial-Images-Using-Inception-Enhanced-EfficientNetV2-XL-with/eval_results/608_attempt_pretrain_5
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