Add YOLO26-seg Phase 3 coffee artifacts

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README.md +20 -3
best_yolo26_seg_coffee.pt +3 -0
class_names.json +6 -0
conversion_skipped.csv +1 -0
converted_manifest.csv +0 -0
data_coffee.yaml +10 -0
yolo26_seg_coffee_custom_mask_scores.csv +578 -0
yolo26_seg_coffee_summary.csv +2 -0

README.md CHANGED Viewed

@@ -1,3 +1,20 @@
----
-license: apache-2.0
----

+# YOLO26-seg Phase 3 - Coffee Leaf Disease Segmentation
+## Task
+Instance segmentation for Vietnamese coffee leaf disease.
+## Classes
+['AlgalLeafSpot', 'LeafMiner', 'PowderyMildew', 'Rust']
+## Metrics
+- mAP@50 (mask): 0.1428
+- mAP@50:95 (mask): 0.1405
+- mIoU: 0.8389
+- Dice Score: 0.8525
+- CPU Latency: 754.66 ms/image
+### Per-Class Metrics
+- AlgalLeafSpot: IoU = 0.8044, Dice = 0.8136
+- LeafMiner: IoU = 0.8530, Dice = 0.8674
+- PowderyMildew: IoU = 0.8888, Dice = 0.9127
+- Rust: IoU = 0.7911, Dice = 0.8041

best_yolo26_seg_coffee.pt ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2748524f044106f022d6c38a8904d6249a2d95630c24b9b745a8ac8384128f91
+size 54464689

class_names.json ADDED Viewed

	@@ -0,0 +1,6 @@

+[
+  "AlgalLeafSpot",
+  "LeafMiner",
+  "PowderyMildew",
+  "Rust"
+]

conversion_skipped.csv ADDED Viewed

	@@ -0,0 +1 @@


1	+ sample_id,reason

converted_manifest.csv ADDED Viewed

The diff for this file is too large to render. See raw diff

data_coffee.yaml ADDED Viewed

	@@ -0,0 +1,10 @@

+path: /kaggle/working/ml-vietnam-plant-disease-detection/raytune/yolo26_seg_coffee/dataset
+train: images/train
+val: images/val
+test: images/test
+names:
+  0: AlgalLeafSpot
+  1: LeafMiner
+  2: PowderyMildew
+  3: Rust
+nc: 4

yolo26_seg_coffee_custom_mask_scores.csv ADDED Viewed

	@@ -0,0 +1,578 @@

+sample_id,label,mIoU,Dice,gt_classes,pred_classes,AlgalLeafSpot_IoU,AlgalLeafSpot_Dice,AlgalLeafSpot_present,LeafMiner_IoU,LeafMiner_Dice,LeafMiner_present,PowderyMildew_IoU,PowderyMildew_Dice,PowderyMildew_present,Rust_IoU,Rust_Dice,Rust_present
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+1453,LeafMiner,0.9803943926965372,0.9901001500631561,LeafMiner,LeafMiner,,,False,0.9803943926965372,0.9901001500631561,True,,,False,,,False
+955,LeafMiner,0.9822216556512189,0.9910311017448045,LeafMiner,LeafMiner,,,False,0.9822216556512189,0.9910311017448045,True,,,False,,,False
+1325,AlgalLeafSpot,0.9705666192508298,0.9850634936867244,AlgalLeafSpot,AlgalLeafSpot,0.9705666192508298,0.9850634936867244,True,,,False,,,False,,,False
+285,AlgalLeafSpot,0.981904212739977,0.9908694945276867,AlgalLeafSpot,AlgalLeafSpot,0.981904212739977,0.9908694945276867,True,,,False,,,False,,,False
+3553,PowderyMildew,0.46707125457892484,0.636739699072057,PowderyMildew,PowderyMildew,,,False,,,False,0.46707125457892484,0.636739699072057,True,,,False
+2351,Rust,0.007165842815910825,0.014229717711387068,Rust,Rust,,,False,,,False,,,False,0.007165842815910825,0.014229717711387068,True
+3104,LeafMiner,0.9843283347480273,0.9921022821790414,LeafMiner,LeafMiner,,,False,0.9843283347480273,0.9921022821790414,True,,,False,,,False
+2988,Rust,0.9815590360419039,0.9906937095374502,Rust,Rust,,,False,,,False,,,False,0.9815590360419039,0.9906937095374502,True
+559,AlgalLeafSpot,0.9827760444261298,0.9913132117859255,AlgalLeafSpot,AlgalLeafSpot,0.9827760444261298,0.9913132117859255,True,,,False,,,False,,,False
+2134,LeafMiner,0.9725274278418009,0.9860724004287953,LeafMiner,LeafMiner,,,False,0.9725274278418009,0.9860724004287953,True,,,False,,,False
+1526,LeafMiner,0.9675349901261479,0.983499653100568,LeafMiner,LeafMiner,,,False,0.9675349901261479,0.983499653100568,True,,,False,,,False
+1015,Rust,0.9868609607441424,0.993387036377756,Rust,Rust,,,False,,,False,,,False,0.9868609607441424,0.993387036377756,True
+3305,AlgalLeafSpot,0.9845716755086842,0.9922258668297474,AlgalLeafSpot,AlgalLeafSpot,0.9845716755086842,0.9922258668297474,True,,,False,,,False,,,False
+1699,Rust,0.9828969740800295,0.9913747279139878,Rust,Rust,,,False,,,False,,,False,0.9828969740800295,0.9913747279139878,True
+330,AlgalLeafSpot,0.9850080891605248,0.9924474308586746,AlgalLeafSpot,AlgalLeafSpot,0.9850080891605248,0.9924474308586746,True,,,False,,,False,,,False
+1908,LeafMiner,0.8433265091297897,0.9150050248318873,LeafMiner,LeafMiner,,,False,0.8433265091297897,0.9150050248318873,True,,,False,,,False
+2288,PowderyMildew,0.9457388079736895,0.9721128078424778,PowderyMildew,PowderyMildew,,,False,,,False,0.9457388079736895,0.9721128078424778,True,,,False
+356,AlgalLeafSpot,0.9787739719438424,0.9892731416740305,AlgalLeafSpot,AlgalLeafSpot,0.9787739719438424,0.9892731416740305,True,,,False,,,False,,,False
+1566,LeafMiner,0.9727138594708024,0.9861682218137214,LeafMiner,LeafMiner,,,False,0.9727138594708024,0.9861682218137214,True,,,False,,,False
+1840,AlgalLeafSpot,0.9732541137985725,0.9864457973180449,AlgalLeafSpot,AlgalLeafSpot,0.9732541137985725,0.9864457973180449,True,,,False,,,False,,,False
+1901,PowderyMildew,0.9828118714912818,0.991331437563065,PowderyMildew,PowderyMildew,,,False,,,False,0.9828118714912818,0.991331437563065,True,,,False
+2512,LeafMiner,0.047150251555001375,0.09005441479860986,LeafMiner,LeafMiner,,,False,0.047150251555001375,0.09005441479860986,True,,,False,,,False
+1376,LeafMiner,0.9828552475066338,0.9913535027254636,LeafMiner,LeafMiner,,,False,0.9828552475066338,0.9913535027254636,True,,,False,,,False
+2939,Rust,0.9842130861442508,0.9920437406818909,Rust,Rust,,,False,,,False,,,False,0.9842130861442508,0.9920437406818909,True
+1968,AlgalLeafSpot,0.9763589601000973,0.9880380839831316,AlgalLeafSpot,AlgalLeafSpot,0.9763589601000973,0.9880380839831316,True,,,False,,,False,,,False
+3625,LeafMiner,0.9809523491211476,0.9903845991614574,LeafMiner,LeafMiner,,,False,0.9809523491211476,0.9903845991614574,True,,,False,,,False
+3686,LeafMiner,0.971162341664404,0.9853702266292049,LeafMiner,LeafMiner,,,False,0.971162341664404,0.9853702266292049,True,,,False,,,False
+831,LeafMiner,0.975273904242062,0.9874821938846877,LeafMiner,LeafMiner,,,False,0.975273904242062,0.9874821938846877,True,,,False,,,False
+439,AlgalLeafSpot,0.9702611860553976,0.9849061565263123,AlgalLeafSpot,AlgalLeafSpot,0.9702611860553976,0.9849061565263123,True,,,False,,,False,,,False
+1488,AlgalLeafSpot,0.9795640643900624,0.9896765474896443,AlgalLeafSpot,AlgalLeafSpot,0.9795640643900624,0.9896765474896443,True,,,False,,,False,,,False
+1494,LeafMiner,0.966118462452548,0.9827672959719894,LeafMiner,LeafMiner,,,False,0.966118462452548,0.9827672959719894,True,,,False,,,False
+2354,AlgalLeafSpot,0.984150659263602,0.9920120275834898,AlgalLeafSpot,AlgalLeafSpot,0.984150659263602,0.9920120275834898,True,,,False,,,False,,,False
+190,AlgalLeafSpot,0.9863106230219041,0.9931081388683964,AlgalLeafSpot,AlgalLeafSpot,0.9863106230219041,0.9931081388683964,True,,,False,,,False,,,False
+3778,LeafMiner,0.9671338177077538,0.9832923505272537,LeafMiner,LeafMiner,,,False,0.9671338177077538,0.9832923505272537,True,,,False,,,False
+1659,Rust,0.9789113306653326,0.9893432974950034,Rust,Rust,,,False,,,False,,,False,0.9789113306653326,0.9893432974950034,True
+3739,LeafMiner,0.9641530985761516,0.9817494362074757,LeafMiner,LeafMiner,,,False,0.9641530985761516,0.9817494362074757,True,,,False,,,False
+3023,Rust,0.013145601221631721,0.025950073130221372,Rust,Rust,,,False,,,False,,,False,0.013145601221631721,0.025950073130221372,True
+2772,LeafMiner,0.940793405563312,0.9694936131445153,LeafMiner,LeafMiner,,,False,0.940793405563312,0.9694936131445153,True,,,False,,,False
+3394,Rust,0.9899977661259353,0.9949737461798579,Rust,Rust,,,False,,,False,,,False,0.9899977661259353,0.9949737461798579,True
+2190,LeafMiner,0.976465247923954,0.9880925039786221,LeafMiner,LeafMiner,,,False,0.976465247923954,0.9880925039786221,True,,,False,,,False
+1092,AlgalLeafSpot,0.9826319773005379,0.9912399159812253,AlgalLeafSpot,AlgalLeafSpot,0.9826319773005379,0.9912399159812253,True,,,False,,,False,,,False
+2059,LeafMiner,0.9835567091156545,0.9917101987511733,LeafMiner,LeafMiner,,,False,0.9835567091156545,0.9917101987511733,True,,,False,,,False
+316,LeafMiner,0.988340551087422,0.9941360905674829,LeafMiner,LeafMiner,,,False,0.988340551087422,0.9941360905674829,True,,,False,,,False
+2464,Rust,0.981790600608527,0.9908116430737527,Rust,Rust,,,False,,,False,,,False,0.981790600608527,0.9908116430737527,True
+2273,LeafMiner,0.9626891622126345,0.9809899404828306,LeafMiner,LeafMiner,,,False,0.9626891622126345,0.9809899404828306,True,,,False,,,False
+2742,AlgalLeafSpot,0.734777257244268,0.8471142380682093,AlgalLeafSpot,AlgalLeafSpot,0.734777257244268,0.8471142380682093,True,,,False,,,False,,,False
+2084,LeafMiner,0.9735982462372952,0.9866225287679292,LeafMiner,LeafMiner,,,False,0.9735982462372952,0.9866225287679292,True,,,False,,,False
+2839,AlgalLeafSpot,0.978073388134791,0.988915167659232,AlgalLeafSpot,AlgalLeafSpot,0.978073388134791,0.988915167659232,True,,,False,,,False,,,False
+2138,AlgalLeafSpot,0.9745134469498231,0.9870922362724104,AlgalLeafSpot,AlgalLeafSpot,0.9745134469498231,0.9870922362724104,True,,,False,,,False,,,False
+1046,AlgalLeafSpot,0.9804417346272587,0.9901242914493406,AlgalLeafSpot,AlgalLeafSpot,0.9804417346272587,0.9901242914493406,True,,,False,,,False,,,False
+1475,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+1936,Rust,0.9707540536330067,0.9851600222193736,Rust,Rust,,,False,,,False,,,False,0.9707540536330067,0.9851600222193736,True
+2841,LeafMiner,0.9776521597117224,0.9886998124627057,LeafMiner,LeafMiner,,,False,0.9776521597117224,0.9886998124627057,True,,,False,,,False
+1880,PowderyMildew,0.49036550779441274,0.6580473115217261,PowderyMildew,PowderyMildew,,,False,,,False,0.49036550779441274,0.6580473115217261,True,,,False
+1094,PowderyMildew,0.0,0.0,PowderyMildew,Rust,,,False,,,False,0.0,0.0,True,0.0,0.0,True
+1480,Rust,0.981441850360763,0.9906340175282671,Rust,Rust,,,False,,,False,,,False,0.981441850360763,0.9906340175282671,True
+1947,LeafMiner,0.9771636604335595,0.9884499497823903,LeafMiner,LeafMiner,,,False,0.9771636604335595,0.9884499497823903,True,,,False,,,False
+2700,AlgalLeafSpot,0.0016743057783324617,0.0033430143284577385,AlgalLeafSpot,AlgalLeafSpot,0.0016743057783324617,0.0033430143284577385,True,,,False,,,False,,,False
+1000,AlgalLeafSpot,0.9749267103340847,0.9873041923354848,AlgalLeafSpot,AlgalLeafSpot,0.9749267103340847,0.9873041923354848,True,,,False,,,False,,,False
+2960,LeafMiner,0.9844710895179205,0.9921747862369454,LeafMiner,LeafMiner,,,False,0.9844710895179205,0.9921747862369454,True,,,False,,,False
+773,Rust,0.9841890292285079,0.9920315199113666,Rust,Rust,,,False,,,False,,,False,0.9841890292285079,0.9920315199113666,True
+3321,Rust,0.971892152484974,0.98574574807268,Rust,Rust,,,False,,,False,,,False,0.971892152484974,0.98574574807268,True
+665,LeafMiner,0.9817862770921991,0.990809441402266,LeafMiner,LeafMiner,,,False,0.9817862770921991,0.990809441402266,True,,,False,,,False
+2734,Rust,0.9834016146523678,0.991631354323294,Rust,Rust,,,False,,,False,,,False,0.9834016146523678,0.991631354323294,True
+1462,PowderyMildew,0.9755413713763637,0.9876192779467858,PowderyMildew,PowderyMildew,,,False,,,False,0.9755413713763637,0.9876192779467858,True,,,False
+2529,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+2021,LeafMiner,0.9657537063915054,0.9825785430305204,LeafMiner,LeafMiner,,,False,0.9657537063915054,0.9825785430305204,True,,,False,,,False
+3576,Rust,0.9864314980568696,0.9931694085819707,Rust,Rust,,,False,,,False,,,False,0.9864314980568696,0.9931694085819707,True
+2070,Rust,0.9764603966038878,0.9880900202014876,Rust,Rust,,,False,,,False,,,False,0.9764603966038878,0.9880900202014876,True
+3233,LeafMiner,0.9544673539518901,0.9767032967032967,LeafMiner,LeafMiner,,,False,0.9544673539518901,0.9767032967032967,True,,,False,,,False
+3757,Rust,0.9870660702646492,0.9934909412782494,Rust,Rust,,,False,,,False,,,False,0.9870660702646492,0.9934909412782494,True
+1270,PowderyMildew,0.9740813079441493,0.986870504294049,PowderyMildew,PowderyMildew,,,False,,,False,0.9740813079441493,0.986870504294049,True,,,False
+2544,LeafMiner,0.9487986794644495,0.9737267265854156,LeafMiner,LeafMiner,,,False,0.9487986794644495,0.9737267265854156,True,,,False,,,False
+1324,AlgalLeafSpot,0.978273702582003,0.9890175472738477,AlgalLeafSpot,AlgalLeafSpot,0.978273702582003,0.9890175472738477,True,,,False,,,False,,,False
+578,Rust,0.9791301598894645,0.9894550441736985,Rust,Rust,,,False,,,False,,,False,0.9791301598894645,0.9894550441736985,True
+16,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+2813,Rust,0.9862684094372672,0.9930867396886088,Rust,Rust,,,False,,,False,,,False,0.9862684094372672,0.9930867396886088,True
+1723,AlgalLeafSpot,0.9801277779955316,0.9899641718957224,AlgalLeafSpot,AlgalLeafSpot,0.9801277779955316,0.9899641718957224,True,,,False,,,False,,,False
+3355,PowderyMildew,0.9853305386010385,0.9926110735145905,PowderyMildew,PowderyMildew,,,False,,,False,0.9853305386010385,0.9926110735145905,True,,,False
+1567,AlgalLeafSpot,0.9721477872513196,0.9858772182649154,AlgalLeafSpot,AlgalLeafSpot,0.9721477872513196,0.9858772182649154,True,,,False,,,False,,,False
+1759,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+3283,AlgalLeafSpot,0.9833278900626814,0.9915938710785781,AlgalLeafSpot,AlgalLeafSpot,0.9833278900626814,0.9915938710785781,True,,,False,,,False,,,False
+2462,LeafMiner,0.049920080207421655,0.09509310498673283,LeafMiner,LeafMiner,,,False,0.049920080207421655,0.09509310498673283,True,,,False,,,False
+1510,Rust,0.00041179013997923403,0.0008232412773176447,Rust,Rust,,,False,,,False,,,False,0.00041179013997923403,0.0008232412773176447,True
+2483,AlgalLeafSpot,0.978681846085161,0.9892260830324909,AlgalLeafSpot,AlgalLeafSpot,0.978681846085161,0.9892260830324909,True,,,False,,,False,,,False
+2325,Rust,0.9198228374260982,0.9582372076157845,Rust,Rust,,,False,,,False,,,False,0.9198228374260982,0.9582372076157845,True
+2413,Rust,0.9640594654582447,0.981700892883419,Rust,Rust,,,False,,,False,,,False,0.9640594654582447,0.981700892883419,True
+1197,LeafMiner,0.9550450972117263,0.9770056952382387,LeafMiner,LeafMiner,,,False,0.9550450972117263,0.9770056952382387,True,,,False,,,False
+2826,LeafMiner,0.982825906994468,0.9913385774590951,LeafMiner,LeafMiner,,,False,0.982825906994468,0.9913385774590951,True,,,False,,,False
+2376,PowderyMildew,0.9792522556443404,0.9895173824880117,PowderyMildew,PowderyMildew,,,False,,,False,0.9792522556443404,0.9895173824880117,True,,,False
+2097,LeafMiner,0.9675588100219421,0.9835119591786453,LeafMiner,LeafMiner,,,False,0.9675588100219421,0.9835119591786453,True,,,False,,,False
+1261,PowderyMildew,0.9875372480280455,0.9937295504854968,PowderyMildew,PowderyMildew,,,False,,,False,0.9875372480280455,0.9937295504854968,True,,,False
+2213,AlgalLeafSpot,0.9763770584894946,0.9880473508792093,AlgalLeafSpot,AlgalLeafSpot,0.9763770584894946,0.9880473508792093,True,,,False,,,False,,,False
+623,AlgalLeafSpot,0.9801159153371846,0.9899581208813073,AlgalLeafSpot,AlgalLeafSpot,0.9801159153371846,0.9899581208813073,True,,,False,,,False,,,False
+52,Rust,0.9695074312500856,0.9845176675822136,Rust,Rust,,,False,,,False,,,False,0.9695074312500856,0.9845176675822136,True
+558,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,,0.0,0.0,True,,,False,,,False,,,False
+2111,Rust,0.9736668814810475,0.9866577694716182,Rust,Rust,,,False,,,False,,,False,0.9736668814810475,0.9866577694716182,True
+2253,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,,0.0,0.0,True,,,False,,,False,,,False
+2435,LeafMiner,0.958459101640716,0.9787889885857292,LeafMiner,LeafMiner,,,False,0.958459101640716,0.9787889885857292,True,,,False,,,False
+1746,Rust,0.9697941035132838,0.9846654549159013,Rust,Rust,,,False,,,False,,,False,0.9697941035132838,0.9846654549159013,True
+2730,Rust,0.983990845800939,0.9919308326281122,Rust,Rust,,,False,,,False,,,False,0.983990845800939,0.9919308326281122,True
+1374,PowderyMildew,0.9766147493154989,0.9881690396711856,PowderyMildew,PowderyMildew,,,False,,,False,0.9766147493154989,0.9881690396711856,True,,,False
+2245,AlgalLeafSpot,0.0006736700279994105,0.0013464330044390214,AlgalLeafSpot,AlgalLeafSpot,0.0006736700279994105,0.0013464330044390214,True,,,False,,,False,,,False
+205,Rust,0.0,0.0,Rust,LeafMiner,,,False,0.0,0.0,True,,,False,0.0,0.0,True
+3429,PowderyMildew,0.978258283080661,0.9890096671879056,PowderyMildew,PowderyMildew,,,False,,,False,0.978258283080661,0.9890096671879056,True,,,False
+2555,AlgalLeafSpot,0.9819130680781843,0.990874003399476,AlgalLeafSpot,AlgalLeafSpot,0.9819130680781843,0.990874003399476,True,,,False,,,False,,,False
+2205,LeafMiner,0.9856179145564012,0.9927568716326717,LeafMiner,LeafMiner,,,False,0.9856179145564012,0.9927568716326717,True,,,False,,,False
+2160,AlgalLeafSpot,0.0016817321841496743,0.0033578174186778592,AlgalLeafSpot,AlgalLeafSpot,0.0016817321841496743,0.0033578174186778592,True,,,False,,,False,,,False
+3217,Rust,0.9698510147421108,0.9846947890818859,Rust,Rust,,,False,,,False,,,False,0.9698510147421108,0.9846947890818859,True
+3095,AlgalLeafSpot,0.9809120543065497,0.9903640620228684,AlgalLeafSpot,AlgalLeafSpot,0.9809120543065497,0.9903640620228684,True,,,False,,,False,,,False
+3135,PowderyMildew,0.9774000151779616,0.9885708583753579,PowderyMildew,PowderyMildew,,,False,,,False,0.9774000151779616,0.9885708583753579,True,,,False
+2824,LeafMiner,0.9868072054094903,0.9933598013161068,LeafMiner,LeafMiner,,,False,0.9868072054094903,0.9933598013161068,True,,,False,,,False
+2672,LeafMiner,0.9566953451083396,0.9778684734954165,LeafMiner,LeafMiner,,,False,0.9566953451083396,0.9778684734954165,True,,,False,,,False
+1282,LeafMiner,0.9831159631651318,0.9914861071422568,LeafMiner,LeafMiner,,,False,0.9831159631651318,0.9914861071422568,True,,,False,,,False
+1801,Rust,0.9792187309097775,0.9895002665619125,Rust,Rust,,,False,,,False,,,False,0.9792187309097775,0.9895002665619125,True
+972,Rust,0.9890261688823322,0.9944828120970203,Rust,Rust,,,False,,,False,,,False,0.9890261688823322,0.9944828120970203,True
+2595,LeafMiner,0.9812707258797403,0.9905468375040248,LeafMiner,LeafMiner,,,False,0.9812707258797403,0.9905468375040248,True,,,False,,,False
+3652,Rust,0.9766777175246719,0.9882012721302217,Rust,Rust,,,False,,,False,,,False,0.9766777175246719,0.9882012721302217,True
+1670,LeafMiner,0.9751331350974826,0.9874100310198634,LeafMiner,LeafMiner,,,False,0.9751331350974826,0.9874100310198634,True,,,False,,,False
+1320,Rust,0.0,0.0,Rust,AlgalLeafSpot,0.0,0.0,True,,,False,,,False,0.0,0.0,True
+3697,AlgalLeafSpot,0.9828209552848933,0.9913360585234291,AlgalLeafSpot,AlgalLeafSpot,0.9828209552848933,0.9913360585234291,True,,,False,,,False,,,False
+3716,LeafMiner,0.9736153121130543,0.9866312914553258,LeafMiner,LeafMiner,,,False,0.9736153121130543,0.9866312914553258,True,,,False,,,False
+1725,PowderyMildew,0.9880825471124831,0.9940055542940981,PowderyMildew,PowderyMildew,,,False,,,False,0.9880825471124831,0.9940055542940981,True,,,False
+866,LeafMiner,0.9729534776630311,0.9862913532208546,LeafMiner,LeafMiner,,,False,0.9729534776630311,0.9862913532208546,True,,,False,,,False
+3837,Rust,0.14246886293718825,0.24940524430733838,Rust,Rust,,,False,,,False,,,False,0.14246886293718825,0.24940524430733838,True
+1970,Rust,0.9752772102607086,0.9874838885342943,Rust,Rust,,,False,,,False,,,False,0.9752772102607086,0.9874838885342943,True
+3274,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+3119,Rust,0.9689444848312914,0.9842273281913433,Rust,Rust,,,False,,,False,,,False,0.9689444848312914,0.9842273281913433,True
+2423,Rust,0.9882843921636466,0.9941076800267972,Rust,Rust,,,False,,,False,,,False,0.9882843921636466,0.9941076800267972,True
+2971,LeafMiner,0.9702085204030729,0.9848790220484722,LeafMiner,LeafMiner,,,False,0.9702085204030729,0.9848790220484722,True,,,False,,,False
+830,PowderyMildew,0.9854554490679952,0.9926744511246363,PowderyMildew,PowderyMildew,,,False,,,False,0.9854554490679952,0.9926744511246363,True,,,False
+702,LeafMiner,0.9788882195198669,0.9893314941835091,LeafMiner,LeafMiner,,,False,0.9788882195198669,0.9893314941835091,True,,,False,,,False
+3011,AlgalLeafSpot,0.9824387715213216,0.9911416035990852,AlgalLeafSpot,AlgalLeafSpot,0.9824387715213216,0.9911416035990852,True,,,False,,,False,,,False
+229,LeafMiner,0.9822461552932323,0.9910435721318671,LeafMiner,LeafMiner,,,False,0.9822461552932323,0.9910435721318671,True,,,False,,,False
+1030,Rust,0.9665407831605015,0.9829857498374761,Rust,Rust,,,False,,,False,,,False,0.9665407831605015,0.9829857498374761,True
+2944,Rust,0.9818347182860317,0.9908341086436924,Rust,Rust,,,False,,,False,,,False,0.9818347182860317,0.9908341086436924,True
+3403,AlgalLeafSpot,0.9783774716738489,0.9890705749354005,AlgalLeafSpot,AlgalLeafSpot,0.9783774716738489,0.9890705749354005,True,,,False,,,False,,,False
+602,Rust,0.9820139710831071,0.9909253773286653,Rust,Rust,,,False,,,False,,,False,0.9820139710831071,0.9909253773286653,True
+2286,Rust,0.9854266858690774,0.9926598578357763,Rust,Rust,,,False,,,False,,,False,0.9854266858690774,0.9926598578357763,True
+227,Rust,0.018278280635402724,0.03590036433654881,Rust,Rust,,,False,,,False,,,False,0.018278280635402724,0.03590036433654881,True
+1728,Rust,0.9820902483136738,0.9909642097772473,Rust,Rust,,,False,,,False,,,False,0.9820902483136738,0.9909642097772473,True
+1034,Rust,0.9654483372713442,0.9824204675984389,Rust,Rust,,,False,,,False,,,False,0.9654483372713442,0.9824204675984389,True
+431,Rust,0.9839334816431996,0.9919016849579587,Rust,Rust,,,False,,,False,,,False,0.9839334816431996,0.9919016849579587,True
+810,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,,0.0,0.0,True,,,False,,,False,,,False
+357,LeafMiner,0.9740069830818616,0.9868323581725341,LeafMiner,LeafMiner,,,False,0.9740069830818616,0.9868323581725341,True,,,False,,,False
+1135,Rust,0.02824140464256379,0.05493146748429381,Rust,Rust,,,False,,,False,,,False,0.02824140464256379,0.05493146748429381,True
+3558,LeafMiner,0.9757074633934563,0.9877043858685338,LeafMiner,LeafMiner,,,False,0.9757074633934563,0.9877043858685338,True,,,False,,,False
+475,AlgalLeafSpot,0.9699808801204765,0.984761720185991,AlgalLeafSpot,AlgalLeafSpot,0.9699808801204765,0.984761720185991,True,,,False,,,False,,,False
+2539,Rust,0.974659188745473,0.9871669949938924,Rust,Rust,,,False,,,False,,,False,0.974659188745473,0.9871669949938924,True
+2085,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+2883,Rust,0.0009660301454338534,0.0019301956636700159,Rust,Rust,,,False,,,False,,,False,0.0009660301454338534,0.0019301956636700159,True
+2345,LeafMiner,0.9789183504894724,0.9893468826011376,LeafMiner,LeafMiner,,,False,0.9789183504894724,0.9893468826011376,True,,,False,,,False
+1821,AlgalLeafSpot,0.9873725848166742,0.9936461762229197,AlgalLeafSpot,AlgalLeafSpot,0.9873725848166742,0.9936461762229197,True,,,False,,,False,,,False
+2797,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,,0.0,0.0,True,,,False,,,False,,,False
+2800,AlgalLeafSpot,0.9836237615543789,0.9917442819737204,AlgalLeafSpot,AlgalLeafSpot,0.9836237615543789,0.9917442819737204,True,,,False,,,False,,,False
+1861,AlgalLeafSpot,0.9795621621934759,0.9896755766518199,AlgalLeafSpot,AlgalLeafSpot,0.9795621621934759,0.9896755766518199,True,,,False,,,False,,,False
+2158,Rust,0.9610909429395885,0.9801594835769888,Rust,Rust,,,False,,,False,,,False,0.9610909429395885,0.9801594835769888,True
+19,PowderyMildew,0.9918405609932934,0.9959035682039542,PowderyMildew,PowderyMildew,,,False,,,False,0.9918405609932934,0.9959035682039542,True,,,False
+3222,Rust,0.9797422198533859,0.9897674657117156,Rust,Rust,,,False,,,False,,,False,0.9797422198533859,0.9897674657117156,True
+2819,AlgalLeafSpot,0.9827411973007283,0.9912954838872731,AlgalLeafSpot,AlgalLeafSpot,0.9827411973007283,0.9912954838872731,True,,,False,,,False,,,False
+2208,AlgalLeafSpot,0.9828955086916371,0.9913739825253581,AlgalLeafSpot,AlgalLeafSpot,0.9828955086916371,0.9913739825253581,True,,,False,,,False,,,False
+2375,Rust,0.9536833280938908,0.9762926410641494,Rust,Rust,,,False,,,False,,,False,0.9536833280938908,0.9762926410641494,True
+1902,AlgalLeafSpot,0.9840917091278886,0.9919820788530466,AlgalLeafSpot,AlgalLeafSpot,0.9840917091278886,0.9919820788530466,True,,,False,,,False,,,False
+324,Rust,0.9851117407598609,0.9925000397033367,Rust,Rust,,,False,,,False,,,False,0.9851117407598609,0.9925000397033367,True
+114,LeafMiner,0.9871000917731407,0.9935081739061526,LeafMiner,LeafMiner,,,False,0.9871000917731407,0.9935081739061526,True,,,False,,,False
+3668,Rust,0.9845132026567309,0.9921961731861817,Rust,Rust,,,False,,,False,,,False,0.9845132026567309,0.9921961731861817,True
+842,LeafMiner,0.9716740850642928,0.985633571415134,LeafMiner,LeafMiner,,,False,0.9716740850642928,0.985633571415134,True,,,False,,,False
+3,Rust,0.4322653835621797,0.603610739354874,Rust,Rust,,,False,,,False,,,False,0.4322653835621797,0.603610739354874,True
+877,Rust,0.974210596392761,0.9869368528087323,Rust,Rust,,,False,,,False,,,False,0.974210596392761,0.9869368528087323,True
+1232,Rust,0.9869388288211068,0.9934264855115632,Rust,Rust,,,False,,,False,,,False,0.9869388288211068,0.9934264855115632,True
+2113,Rust,0.9840143587839242,0.9919427794736959,Rust,Rust,,,False,,,False,,,False,0.9840143587839242,0.9919427794736959,True
+1564,Rust,0.9820185451368338,0.9909277060463,Rust,Rust,,,False,,,False,,,False,0.9820185451368338,0.9909277060463,True
+1820,Rust,0.9865687648979126,0.9932389780110241,Rust,Rust,,,False,,,False,,,False,0.9865687648979126,0.9932389780110241,True
+2046,Rust,0.981573387057147,0.9907010191682991,Rust,Rust,,,False,,,False,,,False,0.981573387057147,0.9907010191682991,True
+2765,LeafMiner,0.593588814995281,0.7449711110039873,LeafMiner,LeafMiner,,,False,0.593588814995281,0.7449711110039873,True,,,False,,,False
+1693,LeafMiner,0.9792403394006698,0.9895112987614145,LeafMiner,LeafMiner,,,False,0.9792403394006698,0.9895112987614145,True,,,False,,,False
+50,AlgalLeafSpot,0.9810834764305102,0.9904514252960338,AlgalLeafSpot,AlgalLeafSpot,0.9810834764305102,0.9904514252960338,True,,,False,,,False,,,False
+2683,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+2174,AlgalLeafSpot,0.9863172849055615,0.9931115158698883,AlgalLeafSpot,AlgalLeafSpot,0.9863172849055615,0.9931115158698883,True,,,False,,,False,,,False
+1192,Rust,0.9872764354335143,0.993597486318651,Rust,Rust,,,False,,,False,,,False,0.9872764354335143,0.993597486318651,True
+739,Rust,0.9824164162055752,0.9911302269035481,Rust,Rust,,,False,,,False,,,False,0.9824164162055752,0.9911302269035481,True
+1775,Rust,0.9891338995013774,0.9945372704666355,Rust,Rust,,,False,,,False,,,False,0.9891338995013774,0.9945372704666355,True
+2643,Rust,0.9853948923308928,0.9926437265827955,Rust,Rust,,,False,,,False,,,False,0.9853948923308928,0.9926437265827955,True
+502,LeafMiner,0.9713011414472792,0.9854416669532029,LeafMiner,LeafMiner,,,False,0.9713011414472792,0.9854416669532029,True,,,False,,,False
+754,LeafMiner,0.9787095526621117,0.9892402362391971,LeafMiner,LeafMiner,,,False,0.9787095526621117,0.9892402362391971,True,,,False,,,False
+2411,Rust,0.9855135375796533,0.9927039216070993,Rust,Rust,,,False,,,False,,,False,0.9855135375796533,0.9927039216070993,True
+2574,Rust,0.9869715049891986,0.9934430388266327,Rust,Rust,,,False,,,False,,,False,0.9869715049891986,0.9934430388266327,True
+3145,AlgalLeafSpot,0.9899804164230053,0.9949649838288334,AlgalLeafSpot,AlgalLeafSpot,0.9899804164230053,0.9949649838288334,True,,,False,,,False,,,False
+2328,AlgalLeafSpot,0.9750713454394719,0.9873783523728956,AlgalLeafSpot,AlgalLeafSpot,0.9750713454394719,0.9873783523728956,True,,,False,,,False,,,False
+9,Rust,0.9858512237442515,0.9928752083305257,Rust,Rust,,,False,,,False,,,False,0.9858512237442515,0.9928752083305257,True
+3318,LeafMiner,0.9830393809630034,0.9914471597489102,LeafMiner,LeafMiner,,,False,0.9830393809630034,0.9914471597489102,True,,,False,,,False
+949,Rust,0.9784977132868807,0.9891320133610882,Rust,Rust,,,False,,,False,,,False,0.9784977132868807,0.9891320133610882,True
+1698,AlgalLeafSpot,0.9848609419188767,0.9923727361643343,AlgalLeafSpot,AlgalLeafSpot,0.9848609419188767,0.9923727361643343,True,,,False,,,False,,,False
+1093,Rust,0.9636397071769811,0.9814832157395655,Rust,Rust,,,False,,,False,,,False,0.9636397071769811,0.9814832157395655,True
+429,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+588,Rust,0.9199687080911936,0.9583163561095887,Rust,Rust,,,False,,,False,,,False,0.9199687080911936,0.9583163561095887,True
+342,AlgalLeafSpot,0.9825041857567459,0.9911748916501905,AlgalLeafSpot,AlgalLeafSpot,0.9825041857567459,0.9911748916501905,True,,,False,,,False,,,False
+216,LeafMiner,0.9867728426282137,0.9933423906910824,LeafMiner,LeafMiner,,,False,0.9867728426282137,0.9933423906910824,True,,,False,,,False
+900,Rust,0.9823414050772119,0.9910920516125222,Rust,Rust,,,False,,,False,,,False,0.9823414050772119,0.9910920516125222,True
+701,Rust,0.9838121797781957,0.991840043938225,Rust,Rust,,,False,,,False,,,False,0.9838121797781957,0.991840043938225,True
+3677,PowderyMildew,0.984530809007639,0.9922051142153362,PowderyMildew,PowderyMildew,,,False,,,False,0.984530809007639,0.9922051142153362,True,,,False
+3292,Rust,0.9815837695043277,0.9907063073592499,Rust,Rust,,,False,,,False,,,False,0.9815837695043277,0.9907063073592499,True
+1817,AlgalLeafSpot,0.9807929900281325,0.9903033734122844,AlgalLeafSpot,AlgalLeafSpot,0.9807929900281325,0.9903033734122844,True,,,False,,,False,,,False
+1710,Rust,0.9784984687080048,0.9891323993260221,Rust,Rust,,,False,,,False,,,False,0.9784984687080048,0.9891323993260221,True
+1223,AlgalLeafSpot,0.9833725107553112,0.9916165575783055,AlgalLeafSpot,AlgalLeafSpot,0.9833725107553112,0.9916165575783055,True,,,False,,,False,,,False
+2986,AlgalLeafSpot,0.9840818258981697,0.991977057652537,AlgalLeafSpot,AlgalLeafSpot,0.9840818258981697,0.991977057652537,True,,,False,,,False,,,False
+2812,LeafMiner,0.9518939715022435,0.9753541794789538,LeafMiner,LeafMiner,,,False,0.9518939715022435,0.9753541794789538,True,,,False,,,False
+2513,Rust,0.9858656693158797,0.9928825343513846,Rust,Rust,,,False,,,False,,,False,0.9858656693158797,0.9928825343513846,True
+510,Rust,0.00020849497390394877,0.0004169030256224499,Rust,Rust,,,False,,,False,,,False,0.00020849497390394877,0.0004169030256224499,True
+1401,LeafMiner,0.968781198992124,0.9841430825203644,LeafMiner,LeafMiner,,,False,0.968781198992124,0.9841430825203644,True,,,False,,,False
+2401,Rust,0.030949260270037346,0.06004031713826689,Rust,Rust,,,False,,,False,,,False,0.030949260270037346,0.06004031713826689,True
+667,Rust,0.9698526612075322,0.9846956377062297,Rust,Rust,,,False,,,False,,,False,0.9698526612075322,0.9846956377062297,True
+375,Rust,0.9855102169525731,0.9927022369748033,Rust,Rust,,,False,,,False,,,False,0.9855102169525731,0.9927022369748033,True
+2294,AlgalLeafSpot,0.9828120333596323,0.9913315199064812,AlgalLeafSpot,AlgalLeafSpot,0.9828120333596323,0.9913315199064812,True,,,False,,,False,,,False
+2948,Rust,0.9876161421338625,0.9937694922054505,Rust,Rust,,,False,,,False,,,False,0.9876161421338625,0.9937694922054505,True
+2182,Rust,0.9821497771749661,0.9909945136182016,Rust,Rust,,,False,,,False,,,False,0.9821497771749661,0.9909945136182016,True
+3086,AlgalLeafSpot,0.9815734542575397,0.990701053396295,AlgalLeafSpot,AlgalLeafSpot,0.9815734542575397,0.990701053396295,True,,,False,,,False,,,False
+3302,AlgalLeafSpot,0.9835534075111292,0.9917085204630274,AlgalLeafSpot,AlgalLeafSpot,0.9835534075111292,0.9917085204630274,True,,,False,,,False,,,False
+173,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+2550,LeafMiner,0.9889359555109531,0.9944372042456217,LeafMiner,LeafMiner,,,False,0.9889359555109531,0.9944372042456217,True,,,False,,,False
+1233,LeafMiner,0.9655262286652155,0.982460793027323,LeafMiner,LeafMiner,,,False,0.9655262286652155,0.982460793027323,True,,,False,,,False
+313,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,Rust,0.0,0.0,True,,,False,,,False,0.0,0.0,True
+2291,AlgalLeafSpot,0.9847256104261445,0.992304029587961,AlgalLeafSpot,AlgalLeafSpot,0.9847256104261445,0.992304029587961,True,,,False,,,False,,,False
+110,LeafMiner,0.03449344291501739,0.06668663421939348,LeafMiner,LeafMiner,,,False,0.03449344291501739,0.06668663421939348,True,,,False,,,False
+3681,AlgalLeafSpot,0.9882304944659843,0.9940804119206628,AlgalLeafSpot,AlgalLeafSpot,0.9882304944659843,0.9940804119206628,True,,,False,,,False,,,False
+3303,AlgalLeafSpot,0.9848751634713188,0.9923799557740298,AlgalLeafSpot,AlgalLeafSpot,0.9848751634713188,0.9923799557740298,True,,,False,,,False,,,False
+388,AlgalLeafSpot,0.9799229484683236,0.9898596803743257,AlgalLeafSpot,AlgalLeafSpot,0.9799229484683236,0.9898596803743257,True,,,False,,,False,,,False
+2080,LeafMiner,0.9816543124022064,0.9907422361796521,LeafMiner,LeafMiner,,,False,0.9816543124022064,0.9907422361796521,True,,,False,,,False
+3823,Rust,0.9831393649756751,0.9914980079957559,Rust,Rust,,,False,,,False,,,False,0.9831393649756751,0.9914980079957559,True
+1190,LeafMiner,0.986138296779066,0.9930207764265894,LeafMiner,LeafMiner,,,False,0.986138296779066,0.9930207764265894,True,,,False,,,False
+1747,LeafMiner,0.979447305034154,0.9896169527152473,LeafMiner,LeafMiner,,,False,0.979447305034154,0.9896169527152473,True,,,False,,,False
+335,LeafMiner,0.9666257977302022,0.983029713986099,LeafMiner,LeafMiner,,,False,0.9666257977302022,0.983029713986099,True,,,False,,,False
+424,LeafMiner,0.9470413352741951,0.9728004414871105,LeafMiner,LeafMiner,,,False,0.9470413352741951,0.9728004414871105,True,,,False,,,False
+1598,Rust,0.9688721086389265,0.9841899881538816,Rust,Rust,,,False,,,False,,,False,0.9688721086389265,0.9841899881538816,True
+3159,AlgalLeafSpot,0.9738229660935986,0.9867379018503324,AlgalLeafSpot,AlgalLeafSpot,0.9738229660935986,0.9867379018503324,True,,,False,,,False,,,False
+633,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+2526,AlgalLeafSpot,0.986397712854592,0.9931522841285089,AlgalLeafSpot,AlgalLeafSpot,0.986397712854592,0.9931522841285089,True,,,False,,,False,,,False
+3701,Rust,0.9833926959142903,0.9916268199837984,Rust,Rust,,,False,,,False,,,False,0.9833926959142903,0.9916268199837984,True
+1969,Rust,0.9857005168555791,0.9927987715050482,Rust,Rust,,,False,,,False,,,False,0.9857005168555791,0.9927987715050482,True
+1964,Rust,0.982200700916498,0.9910204354809923,Rust,Rust,,,False,,,False,,,False,0.982200700916498,0.9910204354809923,True
+1602,AlgalLeafSpot,0.984278247982775,0.9920768410210575,AlgalLeafSpot,AlgalLeafSpot,0.984278247982775,0.9920768410210575,True,,,False,,,False,,,False
+249,AlgalLeafSpot,0.9776437943948669,0.9886955347224328,AlgalLeafSpot,AlgalLeafSpot,0.9776437943948669,0.9886955347224328,True,,,False,,,False,,,False
+523,LeafMiner,0.9848385089246254,0.9923613477836094,LeafMiner,LeafMiner,,,False,0.9848385089246254,0.9923613477836094,True,,,False,,,False
+3648,PowderyMildew,0.972870069521702,0.9862484960883028,PowderyMildew,PowderyMildew,,,False,,,False,0.972870069521702,0.9862484960883028,True,,,False
+1997,LeafMiner,0.9855232845153858,0.9927088664245267,LeafMiner,LeafMiner,,,False,0.9855232845153858,0.9927088664245267,True,,,False,,,False
+2926,AlgalLeafSpot,0.9838410670096607,0.9918547240204597,AlgalLeafSpot,AlgalLeafSpot,0.9838410670096607,0.9918547240204597,True,,,False,,,False,,,False
+3827,Rust,0.436723883177717,0.6079440709397548,Rust,Rust,,,False,,,False,,,False,0.436723883177717,0.6079440709397548,True
+87,LeafMiner,0.9706872925698384,0.985125642439224,LeafMiner,LeafMiner,,,False,0.9706872925698384,0.985125642439224,True,,,False,,,False
+872,LeafMiner,0.9851054344434043,0.9924968390604543,LeafMiner,LeafMiner,,,False,0.9851054344434043,0.9924968390604543,True,,,False,,,False
+3659,Rust,0.0,0.0,Rust,LeafMiner,,,False,0.0,0.0,True,,,False,0.0,0.0,True
+1809,LeafMiner,0.9788155479382883,0.9892943775968489,LeafMiner,LeafMiner,,,False,0.9788155479382883,0.9892943775968489,True,,,False,,,False
+2918,AlgalLeafSpot,0.9831575353142467,0.9915072482211634,AlgalLeafSpot,AlgalLeafSpot,0.9831575353142467,0.9915072482211634,True,,,False,,,False,,,False
+2807,LeafMiner,0.9789552680534416,0.9893657364134063,LeafMiner,LeafMiner,,,False,0.9789552680534416,0.9893657364134063,True,,,False,,,False
+1767,LeafMiner,0.9744716481897042,0.9870707934278512,LeafMiner,LeafMiner,,,False,0.9744716481897042,0.9870707934278512,True,,,False,,,False
+1986,LeafMiner,0.9484859071596813,0.9735619884901241,LeafMiner,LeafMiner,,,False,0.9484859071596813,0.9735619884901241,True,,,False,,,False
+3446,LeafMiner,0.9827331445266587,0.991291387083024,LeafMiner,LeafMiner,,,False,0.9827331445266587,0.991291387083024,True,,,False,,,False
+22,Rust,0.9609798642448144,0.9801017152360142,Rust,Rust,,,False,,,False,,,False,0.9609798642448144,0.9801017152360142,True
+2123,LeafMiner,0.9721546434386072,0.9858807438584825,LeafMiner,LeafMiner,,,False,0.9721546434386072,0.9858807438584825,True,,,False,,,False
+883,LeafMiner,0.9718880965211977,0.9857436618597185,LeafMiner,LeafMiner,,,False,0.9718880965211977,0.9857436618597185,True,,,False,,,False
+3833,Rust,0.0,0.0,Rust,AlgalLeafSpot,0.0,0.0,True,,,False,,,False,0.0,0.0,True
+2072,AlgalLeafSpot,0.9855287745751388,0.9927116516213885,AlgalLeafSpot,AlgalLeafSpot,0.9855287745751388,0.9927116516213885,True,,,False,,,False,,,False
+3719,PowderyMildew,0.975271932012201,0.9874811829262371,PowderyMildew,PowderyMildew,,,False,,,False,0.975271932012201,0.9874811829262371,True,,,False
+3404,LeafMiner,0.9811961000476939,0.990508814371352,LeafMiner,LeafMiner,,,False,0.9811961000476939,0.990508814371352,True,,,False,,,False
+3530,LeafMiner,0.9851091148550092,0.992498706981113,LeafMiner,LeafMiner,,,False,0.9851091148550092,0.992498706981113,True,,,False,,,False
+540,AlgalLeafSpot,0.9684475799567008,0.9839709117151124,AlgalLeafSpot,AlgalLeafSpot,0.9684475799567008,0.9839709117151124,True,,,False,,,False,,,False
+1700,LeafMiner,0.004505800424772171,0.008971178509605058,LeafMiner,LeafMiner,,,False,0.004505800424772171,0.008971178509605058,True,,,False,,,False
+2224,PowderyMildew,0.9714633523608046,0.9855251442513384,PowderyMildew,PowderyMildew,,,False,,,False,0.9714633523608046,0.9855251442513384,True,,,False
+2984,PowderyMildew,0.9892881244710242,0.9946152216980513,PowderyMildew,PowderyMildew,,,False,,,False,0.9892881244710242,0.9946152216980513,True,,,False
+3680,LeafMiner,0.9830739780731079,0.9914647551659477,LeafMiner,LeafMiner,,,False,0.9830739780731079,0.9914647551659477,True,,,False,,,False
+381,AlgalLeafSpot,0.9801066300999786,0.9899533845311063,AlgalLeafSpot,AlgalLeafSpot,0.9801066300999786,0.9899533845311063,True,,,False,,,False,,,False
+3206,LeafMiner,0.786325814054158,0.8803834192705879,LeafMiner,LeafMiner,,,False,0.786325814054158,0.8803834192705879,True,,,False,,,False
+2010,PowderyMildew,0.9858714667157721,0.9928854744523855,PowderyMildew,PowderyMildew,,,False,,,False,0.9858714667157721,0.9928854744523855,True,,,False
+1677,LeafMiner,0.9869797917545169,0.9934472367059223,LeafMiner,LeafMiner,,,False,0.9869797917545169,0.9934472367059223,True,,,False,,,False
+2569,Rust,0.9818141494788202,0.9908236347358997,Rust,Rust,,,False,,,False,,,False,0.9818141494788202,0.9908236347358997,True
+3545,LeafMiner,0.9770937576900992,0.9884141851033595,LeafMiner,LeafMiner,,,False,0.9770937576900992,0.9884141851033595,True,,,False,,,False
+3068,Rust,0.9803103322289688,0.9900572817044947,Rust,Rust,,,False,,,False,,,False,0.9803103322289688,0.9900572817044947,True
+1084,Rust,0.003589656705986997,0.007153634320563006,Rust,Rust,,,False,,,False,,,False,0.003589656705986997,0.007153634320563006,True
+2814,Rust,0.9848761549997581,0.9923804591222752,Rust,Rust,,,False,,,False,,,False,0.9848761549997581,0.9923804591222752,True
+3062,Rust,0.9716239177103788,0.9856077611786258,Rust,Rust,,,False,,,False,,,False,0.9716239177103788,0.9856077611786258,True
+2284,LeafMiner,0.9827685721170281,0.9913094104247508,LeafMiner,LeafMiner,,,False,0.9827685721170281,0.9913094104247508,True,,,False,,,False
+167,Rust,0.9806138647541565,0.9902120571854879,Rust,Rust,,,False,,,False,,,False,0.9806138647541565,0.9902120571854879,True
+2419,LeafMiner,0.9744345044860538,0.9870517378743839,LeafMiner,LeafMiner,,,False,0.9744345044860538,0.9870517378743839,True,,,False,,,False
+2868,LeafMiner,0.9541564096049899,0.9765404702665142,LeafMiner,LeafMiner,,,False,0.9541564096049899,0.9765404702665142,True,,,False,,,False
+2568,LeafMiner,0.9728779185439049,0.9862525292613581,LeafMiner,LeafMiner,,,False,0.9728779185439049,0.9862525292613581,True,,,False,,,False
+534,AlgalLeafSpot,0.9759923922079942,0.9878503541376596,AlgalLeafSpot,AlgalLeafSpot,0.9759923922079942,0.9878503541376596,True,,,False,,,False,,,False
+3820,AlgalLeafSpot,0.9859487920953419,0.9929246877056518,AlgalLeafSpot,AlgalLeafSpot,0.9859487920953419,0.9929246877056518,True,,,False,,,False,,,False
+3806,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+2289,AlgalLeafSpot,0.9630047087612621,0.9811537429973444,AlgalLeafSpot,AlgalLeafSpot,0.9630047087612621,0.9811537429973444,True,,,False,,,False,,,False
+3674,LeafMiner,0.9667113130829945,0.9830739332734999,LeafMiner,LeafMiner,,,False,0.9667113130829945,0.9830739332734999,True,,,False,,,False
+3179,LeafMiner,0.9862329289237071,0.9930687529766447,LeafMiner,LeafMiner,,,False,0.9862329289237071,0.9930687529766447,True,,,False,,,False
+1047,LeafMiner,0.9716394741840618,0.9856157648559584,LeafMiner,LeafMiner,,,False,0.9716394741840618,0.9856157648559584,True,,,False,,,False
+1319,LeafMiner,0.9805355280822202,0.990172116762466,LeafMiner,LeafMiner,,,False,0.9805355280822202,0.990172116762466,True,,,False,,,False
+186,Rust,0.9893940639644825,0.9946687605901559,Rust,Rust,,,False,,,False,,,False,0.9893940639644825,0.9946687605901559,True
+1771,Rust,0.9774741844101252,0.9886087941033758,Rust,Rust,,,False,,,False,,,False,0.9774741844101252,0.9886087941033758,True
+1858,Rust,0.9819112525519395,0.9908730789914184,Rust,Rust,,,False,,,False,,,False,0.9819112525519395,0.9908730789914184,True
+617,AlgalLeafSpot,0.9854684788895315,0.9926810617922296,AlgalLeafSpot,AlgalLeafSpot,0.9854684788895315,0.9926810617922296,True,,,False,,,False,,,False
+1904,LeafMiner,0.9850001396635041,0.9924433958281541,LeafMiner,LeafMiner,,,False,0.9850001396635041,0.9924433958281541,True,,,False,,,False
+1653,LeafMiner,0.9725368311094873,0.9860772339165573,LeafMiner,LeafMiner,,,False,0.9725368311094873,0.9860772339165573,True,,,False,,,False
+2647,LeafMiner,0.9849322253993232,0.9924089223763569,LeafMiner,LeafMiner,,,False,0.9849322253993232,0.9924089223763569,True,,,False,,,False
+3793,LeafMiner,0.9655473925316251,0.9824717492952434,LeafMiner,LeafMiner,,,False,0.9655473925316251,0.9824717492952434,True,,,False,,,False
+927,Rust,0.022241903178777268,0.04351592927195323,Rust,Rust,,,False,,,False,,,False,0.022241903178777268,0.04351592927195323,True
+3809,Rust,0.9769663535066637,0.9883489941786414,Rust,Rust,,,False,,,False,,,False,0.9769663535066637,0.9883489941786414,True
+2655,AlgalLeafSpot,0.9659444646452104,0.9826772648122919,AlgalLeafSpot,AlgalLeafSpot,0.9659444646452104,0.9826772648122919,True,,,False,,,False,,,False
+2181,PowderyMildew,0.9715401423946245,0.9855646572984265,PowderyMildew,PowderyMildew,,,False,,,False,0.9715401423946245,0.9855646572984265,True,,,False
+3457,PowderyMildew,0.9862017009972046,0.9930529215658874,PowderyMildew,PowderyMildew,,,False,,,False,0.9862017009972046,0.9930529215658874,True,,,False
+1509,LeafMiner,0.001358621389697902,0.002713556084057858,LeafMiner,LeafMiner,,,False,0.001358621389697902,0.002713556084057858,True,,,False,,,False
+35,LeafMiner,0.9849823528427814,0.9924343674210951,LeafMiner,LeafMiner,,,False,0.9849823528427814,0.9924343674210951,True,,,False,,,False
+1634,Rust,0.9714567564869674,0.9855217501377533,Rust,Rust,,,False,,,False,,,False,0.9714567564869674,0.9855217501377533,True
+885,LeafMiner,0.9796162186489914,0.9897031651089827,LeafMiner,LeafMiner,,,False,0.9796162186489914,0.9897031651089827,True,,,False,,,False
+1167,LeafMiner,0.9837340186733465,0.9918003214274,LeafMiner,LeafMiner,,,False,0.9837340186733465,0.9918003214274,True,,,False,,,False
+526,LeafMiner,0.9795239126334979,0.9896560545513889,LeafMiner,LeafMiner,,,False,0.9795239126334979,0.9896560545513889,True,,,False,,,False
+3244,AlgalLeafSpot,0.9810335744049045,0.9904259948745225,AlgalLeafSpot,AlgalLeafSpot,0.9810335744049045,0.9904259948745225,True,,,False,,,False,,,False
+875,AlgalLeafSpot,0.9809266985712385,0.9903715258911304,AlgalLeafSpot,AlgalLeafSpot,0.9809266985712385,0.9903715258911304,True,,,False,,,False,,,False
+3340,AlgalLeafSpot,0.9876897403072421,0.993806749895054,AlgalLeafSpot,AlgalLeafSpot,0.9876897403072421,0.993806749895054,True,,,False,,,False,,,False
+792,LeafMiner,0.969255691692356,0.984387853523875,LeafMiner,LeafMiner,,,False,0.969255691692356,0.984387853523875,True,,,False,,,False
+2369,AlgalLeafSpot,0.9768539843390143,0.988291489485641,AlgalLeafSpot,AlgalLeafSpot,0.9768539843390143,0.988291489485641,True,,,False,,,False,,,False
+1426,LeafMiner,0.37383739552423717,0.5442236421022534,LeafMiner,LeafMiner,,,False,0.37383739552423717,0.5442236421022534,True,,,False,,,False
+3030,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+3315,LeafMiner,0.8483230375709467,0.9179380663737298,LeafMiner,LeafMiner,,,False,0.8483230375709467,0.9179380663737298,True,,,False,,,False
+1217,LeafMiner,0.9859213955498514,0.9929107947163989,LeafMiner,LeafMiner,,,False,0.9859213955498514,0.9929107947163989,True,,,False,,,False
+1033,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,AlgalLeafSpot,0.0,0.0,True,,,False,,,False,,,False
+914,Rust,0.9867992664691776,0.9933557789387139,Rust,Rust,,,False,,,False,,,False,0.9867992664691776,0.9933557789387139,True
+2249,Rust,0.9620899525479678,0.9806787413580085,Rust,Rust,,,False,,,False,,,False,0.9620899525479678,0.9806787413580085,True
+3185,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,AlgalLeafSpot,0.0,0.0,True,,,False,,,False,,,False
+2303,Rust,0.9789538440506502,0.9893650091877478,Rust,Rust,,,False,,,False,,,False,0.9789538440506502,0.9893650091877478,True
+3718,AlgalLeafSpot,0.9757640985779346,0.987733403274455,AlgalLeafSpot,AlgalLeafSpot,0.9757640985779346,0.987733403274455,True,,,False,,,False,,,False
+3360,Rust,0.9700811099574135,0.9848133714437609,Rust,Rust,,,False,,,False,,,False,0.9700811099574135,0.9848133714437609,True
+1740,Rust,0.9849081395843475,0.9923966957892506,Rust,Rust,,,False,,,False,,,False,0.9849081395843475,0.9923966957892506,True
+2980,PowderyMildew,0.9599408054572937,0.9795610181536275,PowderyMildew,PowderyMildew,,,False,,,False,0.9599408054572937,0.9795610181536275,True,,,False
+1279,Rust,0.9898047103346438,0.9948762360384393,Rust,Rust,,,False,,,False,,,False,0.9898047103346438,0.9948762360384393,True
+522,LeafMiner,0.9807946573474435,0.9903042233169818,LeafMiner,LeafMiner,,,False,0.9807946573474435,0.9903042233169818,True,,,False,,,False
+273,LeafMiner,0.9486372726606427,0.973641719749501,LeafMiner,LeafMiner,,,False,0.9486372726606427,0.973641719749501,True,,,False,,,False
+1749,Rust,0.9859659100413161,0.9929333681470938,Rust,Rust,,,False,,,False,,,False,0.9859659100413161,0.9929333681470938,True
+3541,Rust,0.9793272710109814,0.9895556791987918,Rust,Rust,,,False,,,False,,,False,0.9793272710109814,0.9895556791987918,True
+2632,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,,0.0,0.0,True,,,False,,,False,,,False
+3136,Rust,0.5520512163892446,0.7113827308786357,Rust,Rust,,,False,,,False,,,False,0.5520512163892446,0.7113827308786357,True
+3366,AlgalLeafSpot,0.9614913524763782,0.9803676689805414,AlgalLeafSpot,AlgalLeafSpot,0.9614913524763782,0.9803676689805414,True,,,False,,,False,,,False
+3193,PowderyMildew,0.9736605853134231,0.9866545368121672,PowderyMildew,PowderyMildew,,,False,,,False,0.9736605853134231,0.9866545368121672,True,,,False
+2037,Rust,0.987207271385228,0.993562458834073,Rust,Rust,,,False,,,False,,,False,0.987207271385228,0.993562458834073,True
+2638,LeafMiner,0.9711441562254509,0.9853608658284003,LeafMiner,LeafMiner,,,False,0.9711441562254509,0.9853608658284003,True,,,False,,,False
+2102,Rust,0.9622666625253471,0.980770535322609,Rust,Rust,,,False,,,False,,,False,0.9622666625253471,0.980770535322609,True
+3230,LeafMiner,0.9823570053792627,0.9910999912867048,LeafMiner,LeafMiner,,,False,0.9823570053792627,0.9910999912867048,True,,,False,,,False
+2023,LeafMiner,0.987816309817515,0.9938708168746219,LeafMiner,LeafMiner,,,False,0.987816309817515,0.9938708168746219,True,,,False,,,False
+3147,LeafMiner,0.9784089928988299,0.9890866816827727,LeafMiner,LeafMiner,,,False,0.9784089928988299,0.9890866816827727,True,,,False,,,False
+3319,PowderyMildew,0.0,0.0,PowderyMildew,PowderyMildew,,,False,,,False,0.0,0.0,True,,,False
+1051,AlgalLeafSpot,0.9852304943098606,0.9925603068598472,AlgalLeafSpot,AlgalLeafSpot,0.9852304943098606,0.9925603068598472,True,,,False,,,False,,,False
+1065,Rust,0.9097440260767442,0.9527392296083408,Rust,Rust,,,False,,,False,,,False,0.9097440260767442,0.9527392296083408,True
+2969,LeafMiner,0.9709803806906231,0.985276555975048,LeafMiner,LeafMiner,,,False,0.9709803806906231,0.985276555975048,True,,,False,,,False
+606,PowderyMildew,0.9834658009627225,0.9916639858225677,PowderyMildew,PowderyMildew,,,False,,,False,0.9834658009627225,0.9916639858225677,True,,,False
+328,Rust,0.9806300435961982,0.9902203056717084,Rust,Rust,,,False,,,False,,,False,0.9806300435961982,0.9902203056717084,True
+159,Rust,0.9832908909601866,0.991575058849928,Rust,Rust,,,False,,,False,,,False,0.9832908909601866,0.991575058849928,True
+3028,LeafMiner,0.051106997010054646,0.09724413814279988,LeafMiner,LeafMiner,,,False,0.051106997010054646,0.09724413814279988,True,,,False,,,False
+2099,Rust,0.9853692450830371,0.9926307134286494,Rust,Rust,,,False,,,False,,,False,0.9853692450830371,0.9926307134286494,True
+2962,AlgalLeafSpot,0.9837564444692831,0.9918117188347371,AlgalLeafSpot,AlgalLeafSpot,0.9837564444692831,0.9918117188347371,True,,,False,,,False,,,False
+976,AlgalLeafSpot,0.9891067918251504,0.9945235679554166,AlgalLeafSpot,AlgalLeafSpot,0.9891067918251504,0.9945235679554166,True,,,False,,,False,,,False
+1921,LeafMiner,0.03412681287856603,0.066001214654848,LeafMiner,LeafMiner,,,False,0.03412681287856603,0.066001214654848,True,,,False,,,False
+2388,Rust,0.9877457884951265,0.9938351213843342,Rust,Rust,,,False,,,False,,,False,0.9877457884951265,0.9938351213843342,True
+2426,AlgalLeafSpot,0.9610723069355632,0.9801497920669399,AlgalLeafSpot,AlgalLeafSpot,0.9610723069355632,0.9801497920669399,True,,,False,,,False,,,False
+867,Rust,0.9843010238091169,0.9920884099728241,Rust,Rust,,,False,,,False,,,False,0.9843010238091169,0.9920884099728241,True
+2215,Rust,0.974181791751464,0.9869220715354534,Rust,Rust,,,False,,,False,,,False,0.974181791751464,0.9869220715354534,True
+1085,Rust,0.9890358032855051,0.9944876825764604,Rust,Rust,,,False,,,False,,,False,0.9890358032855051,0.9944876825764604,True
+1823,LeafMiner,0.9844542159219721,0.9921662168099931,LeafMiner,LeafMiner,,,False,0.9844542159219721,0.9921662168099931,True,,,False,,,False
+459,AlgalLeafSpot,0.9765532130901053,0.988137538238478,AlgalLeafSpot,AlgalLeafSpot,0.9765532130901053,0.988137538238478,True,,,False,,,False,,,False
+1263,AlgalLeafSpot,0.9726338841027122,0.9861271186114012,AlgalLeafSpot,AlgalLeafSpot,0.9726338841027122,0.9861271186114012,True,,,False,,,False,,,False
+178,Rust,0.9873152383087372,0.9936171366038244,Rust,Rust,,,False,,,False,,,False,0.9873152383087372,0.9936171366038244,True
+1487,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,AlgalLeafSpot,0.0,0.0,True,,,False,,,False,,,False
+1648,Rust,0.9853792038147048,0.992635766428296,Rust,Rust,,,False,,,False,,,False,0.9853792038147048,0.992635766428296,True
+3692,AlgalLeafSpot,0.9830119912365868,0.9914332294315479,AlgalLeafSpot,AlgalLeafSpot,0.9830119912365868,0.9914332294315479,True,,,False,,,False,,,False
+1528,AlgalLeafSpot,0.986243432456765,0.9930740777699038,AlgalLeafSpot,AlgalLeafSpot,0.986243432456765,0.9930740777699038,True,,,False,,,False,,,False
+2547,LeafMiner,0.9820441641436802,0.9909407488586021,LeafMiner,LeafMiner,,,False,0.9820441641436802,0.9909407488586021,True,,,False,,,False
+2622,Rust,0.9815515610217597,0.990689902124612,Rust,Rust,,,False,,,False,,,False,0.9815515610217597,0.990689902124612,True
+2927,LeafMiner,0.9678063011304605,0.9836398029363739,LeafMiner,LeafMiner,,,False,0.9678063011304605,0.9836398029363739,True,,,False,,,False
+1145,Rust,0.9777712099941458,0.9887606868309505,Rust,Rust,,,False,,,False,,,False,0.9777712099941458,0.9887606868309505,True
+147,LeafMiner,0.9208370918275303,0.9587872867984071,LeafMiner,LeafMiner,,,False,0.9208370918275303,0.9587872867984071,True,,,False,,,False
+3732,Rust,0.9638135373137852,0.9815733714028101,Rust,Rust,,,False,,,False,,,False,0.9638135373137852,0.9815733714028101,True
+3137,AlgalLeafSpot,0.9698750585427022,0.9847071816424824,AlgalLeafSpot,AlgalLeafSpot,0.9698750585427022,0.9847071816424824,True,,,False,,,False,,,False
+1572,LeafMiner,0.9691983220154357,0.9843582651680104,LeafMiner,LeafMiner,,,False,0.9691983220154357,0.9843582651680104,True,,,False,,,False
+1903,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+1856,Rust,0.9682459052456852,0.9838668051234426,Rust,Rust,,,False,,,False,,,False,0.9682459052456852,0.9838668051234426,True
+2540,Rust,0.9880897092495787,0.9940091784113118,Rust,Rust,,,False,,,False,,,False,0.9880897092495787,0.9940091784113118,True
+2237,LeafMiner,0.9793212980255072,0.9895526299872986,LeafMiner,LeafMiner,,,False,0.9793212980255072,0.9895526299872986,True,,,False,,,False
+868,Rust,0.9456247494635572,0.9720525499321311,Rust,Rust,,,False,,,False,,,False,0.9456247494635572,0.9720525499321311,True
+2430,Rust,0.9891452728553016,0.9945430194099816,Rust,Rust,,,False,,,False,,,False,0.9891452728553016,0.9945430194099816,True
+2586,LeafMiner,0.9695686871079966,0.9845492502540305,LeafMiner,LeafMiner,,,False,0.9695686871079966,0.9845492502540305,True,,,False,,,False
+3249,LeafMiner,0.9849488546890921,0.9924173636638787,LeafMiner,LeafMiner,,,False,0.9849488546890921,0.9924173636638787,True,,,False,,,False
+1255,AlgalLeafSpot,0.9818494660574871,0.9908416182695147,AlgalLeafSpot,AlgalLeafSpot,0.9818494660574871,0.9908416182695147,True,,,False,,,False,,,False
+837,AlgalLeafSpot,0.9612515293485722,0.9802429876680335,AlgalLeafSpot,AlgalLeafSpot,0.9612515293485722,0.9802429876680335,True,,,False,,,False,,,False
+1449,Rust,0.9859928440586856,0.9929470259758395,Rust,Rust,,,False,,,False,,,False,0.9859928440586856,0.9929470259758395,True
+2750,AlgalLeafSpot,0.981512328815803,0.9906699186700263,AlgalLeafSpot,AlgalLeafSpot,0.981512328815803,0.9906699186700263,True,,,False,,,False,,,False
+1181,LeafMiner,0.9753298765866091,0.9875108842802393,LeafMiner,LeafMiner,,,False,0.9753298765866091,0.9875108842802393,True,,,False,,,False
+2896,PowderyMildew,0.9857840142194574,0.99284112185477,PowderyMildew,PowderyMildew,,,False,,,False,0.9857840142194574,0.99284112185477,True,,,False
+1813,Rust,0.9813028245553467,0.9905631914450789,Rust,Rust,,,False,,,False,,,False,0.9813028245553467,0.9905631914450789,True
+1819,Rust,0.98429289576022,0.9920842813712931,Rust,Rust,,,False,,,False,,,False,0.98429289576022,0.9920842813712931,True
+2407,Rust,0.9857306778682915,0.992814069757422,Rust,Rust,,,False,,,False,,,False,0.9857306778682915,0.992814069757422,True
+1080,LeafMiner,0.0032994174466070836,0.00657713418194558,LeafMiner,LeafMiner,,,False,0.0032994174466070836,0.00657713418194558,True,,,False,,,False
+374,Rust,0.9823414274367411,0.9910920629923513,Rust,Rust,,,False,,,False,,,False,0.9823414274367411,0.9910920629923513,True
+1630,PowderyMildew,0.9765216850485114,0.9881213977417544,PowderyMildew,PowderyMildew,,,False,,,False,0.9765216850485114,0.9881213977417544,True,,,False
+834,PowderyMildew,0.9811903507231102,0.9905058848736951,PowderyMildew,PowderyMildew,,,False,,,False,0.9811903507231102,0.9905058848736951,True,,,False
+3367,Rust,0.9722331443390252,0.9859211089010064,Rust,Rust,,,False,,,False,,,False,0.9722331443390252,0.9859211089010064,True
+1308,LeafMiner,0.0,0.0,LeafMiner,,,,False,0.0,0.0,True,,,False,,,False
+2774,AlgalLeafSpot,0.9849531191673437,0.9924195283569376,AlgalLeafSpot,AlgalLeafSpot,0.9849531191673437,0.9924195283569376,True,,,False,,,False,,,False
+1477,LeafMiner,0.981191665591378,0.9905065548501549,LeafMiner,LeafMiner,,,False,0.981191665591378,0.9905065548501549,True,,,False,,,False
+3007,Rust,0.9856016209577854,0.9927486063215091,Rust,Rust,,,False,,,False,,,False,0.9856016209577854,0.9927486063215091,True
+3045,Rust,0.9799571477826851,0.9898771282803971,Rust,Rust,,,False,,,False,,,False,0.9799571477826851,0.9898771282803971,True
+3128,AlgalLeafSpot,0.9845521827541356,0.9922159682269347,AlgalLeafSpot,AlgalLeafSpot,0.9845521827541356,0.9922159682269347,True,,,False,,,False,,,False
+2831,LeafMiner,0.975400146960161,0.9875469012808902,LeafMiner,LeafMiner,,,False,0.975400146960161,0.9875469012808902,True,,,False,,,False
+714,LeafMiner,0.984258228653204,0.992066672008975,LeafMiner,LeafMiner,,,False,0.984258228653204,0.992066672008975,True,,,False,,,False
+2761,Rust,0.9839004604617917,0.9918849055892346,Rust,Rust,,,False,,,False,,,False,0.9839004604617917,0.9918849055892346,True
+165,Rust,0.006754010441135328,0.01341739962510978,Rust,Rust,,,False,,,False,,,False,0.006754010441135328,0.01341739962510978,True
+3098,LeafMiner,0.8744194774123939,0.9330029782015666,LeafMiner,LeafMiner,,,False,0.8744194774123939,0.9330029782015666,True,,,False,,,False
+1216,Rust,0.037850615632298586,0.07294039250386442,Rust,Rust,,,False,,,False,,,False,0.037850615632298586,0.07294039250386442,True
+1264,Rust,0.9666737604850095,0.9830545156067106,Rust,Rust,,,False,,,False,,,False,0.9666737604850095,0.9830545156067106,True
+1339,PowderyMildew,0.9797782990992282,0.989785876070077,PowderyMildew,PowderyMildew,,,False,,,False,0.9797782990992282,0.989785876070077,True,,,False
+1825,Rust,0.9840348019886851,0.9919531663480337,Rust,Rust,,,False,,,False,,,False,0.9840348019886851,0.9919531663480337,True
+3343,Rust,0.9813474076373797,0.9905859051821395,Rust,Rust,,,False,,,False,,,False,0.9813474076373797,0.9905859051821395,True
+1799,AlgalLeafSpot,0.9865836499016828,0.9932465214344328,AlgalLeafSpot,AlgalLeafSpot,0.9865836499016828,0.9932465214344328,True,,,False,,,False,,,False
+3657,Rust,0.975290000220114,0.9874904445538972,Rust,Rust,,,False,,,False,,,False,0.975290000220114,0.9874904445538972,True
+1061,LeafMiner,0.9754542367326777,0.987574623187465,LeafMiner,LeafMiner,,,False,0.9754542367326777,0.987574623187465,True,,,False,,,False
+1388,Rust,0.982673907421774,0.9912612495108908,Rust,Rust,,,False,,,False,,,False,0.982673907421774,0.9912612495108908,True
+1330,LeafMiner,0.9745661486507614,0.9871192710527232,LeafMiner,LeafMiner,,,False,0.9745661486507614,0.9871192710527232,True,,,False,,,False
+1058,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,Rust,0.0,0.0,True,,,False,,,False,0.0,0.0,True
+265,LeafMiner,0.9821072650566389,0.9909728725287479,LeafMiner,LeafMiner,,,False,0.9821072650566389,0.9909728725287479,True,,,False,,,False
+3796,Rust,0.9865861173818502,0.993247771893308,Rust,Rust,,,False,,,False,,,False,0.9865861173818502,0.993247771893308,True
+3094,PowderyMildew,0.9834044370241856,0.9916327892254221,PowderyMildew,PowderyMildew,,,False,,,False,0.9834044370241856,0.9916327892254221,True,,,False
+189,LeafMiner,0.9846628058515422,0.9922721410895403,LeafMiner,LeafMiner,,,False,0.9846628058515422,0.9922721410895403,True,,,False,,,False
+1782,Rust,0.9871736994449903,0.9935454557603133,Rust,Rust,,,False,,,False,,,False,0.9871736994449903,0.9935454557603133,True
+661,Rust,0.9845939695761401,0.9922371877270441,Rust,Rust,,,False,,,False,,,False,0.9845939695761401,0.9922371877270441,True
+3276,AlgalLeafSpot,0.9829532446949019,0.99140334985169,AlgalLeafSpot,AlgalLeafSpot,0.9829532446949019,0.99140334985169,True,,,False,,,False,,,False
+1637,Rust,0.9668171571278399,0.9831286590357909,Rust,Rust,,,False,,,False,,,False,0.9668171571278399,0.9831286590357909,True
+2130,LeafMiner,0.9606064620130533,0.9799074731466001,LeafMiner,LeafMiner,,,False,0.9606064620130533,0.9799074731466001,True,,,False,,,False
+888,Rust,0.972918157957528,0.9862732055390941,Rust,Rust,,,False,,,False,,,False,0.972918157957528,0.9862732055390941,True
+3780,Rust,0.9871917138476768,0.9935545795289558,Rust,Rust,,,False,,,False,,,False,0.9871917138476768,0.9935545795289558,True
+2869,LeafMiner,0.9842506748034269,0.9920628349046002,LeafMiner,LeafMiner,,,False,0.9842506748034269,0.9920628349046002,True,,,False,,,False
+1879,Rust,0.0,0.0,Rust,AlgalLeafSpot,0.0,0.0,True,,,False,,,False,0.0,0.0,True
+3466,AlgalLeafSpot,0.9845018741848892,0.9921904201670374,AlgalLeafSpot,AlgalLeafSpot,0.9845018741848892,0.9921904201670374,True,,,False,,,False,,,False
+1057,LeafMiner,0.9722769028871391,0.9859436080845047,LeafMiner,LeafMiner,,,False,0.9722769028871391,0.9859436080845047,True,,,False,,,False
+1297,Rust,0.9822346325724054,0.9910377070727798,Rust,Rust,,,False,,,False,,,False,0.9822346325724054,0.9910377070727798,True
+3551,LeafMiner,0.9874881206105521,0.9937046771451372,LeafMiner,LeafMiner,,,False,0.9874881206105521,0.9937046771451372,True,,,False,,,False
+886,LeafMiner,0.9847084250794005,0.99229530407219,LeafMiner,LeafMiner,,,False,0.9847084250794005,0.99229530407219,True,,,False,,,False
+1474,LeafMiner,0.9803245825161023,0.9900645491867303,LeafMiner,LeafMiner,,,False,0.9803245825161023,0.9900645491867303,True,,,False,,,False
+945,LeafMiner,0.9431882000561604,0.9707636141768473,LeafMiner,LeafMiner,,,False,0.9431882000561604,0.9707636141768473,True,,,False,,,False
+10,LeafMiner,0.0,0.0,LeafMiner,LeafMiner,,,False,0.0,0.0,True,,,False,,,False
+2069,Rust,0.9725345485165189,0.9860760606174747,Rust,Rust,,,False,,,False,,,False,0.9725345485165189,0.9860760606174747,True
+264,LeafMiner,0.9783332990136524,0.9890480026812721,LeafMiner,LeafMiner,,,False,0.9783332990136524,0.9890480026812721,True,,,False,,,False
+3166,Rust,0.9874222793315618,0.9936713396044505,Rust,Rust,,,False,,,False,,,False,0.9874222793315618,0.9936713396044505,True
+3666,Rust,0.9825217639263968,0.9911838364694734,Rust,Rust,,,False,,,False,,,False,0.9825217639263968,0.9911838364694734,True
+2334,LeafMiner,0.9847828866845691,0.9923331093705419,LeafMiner,LeafMiner,,,False,0.9847828866845691,0.9923331093705419,True,,,False,,,False
+1322,PowderyMildew,0.9884640817074434,0.9941985784914702,PowderyMildew,PowderyMildew,,,False,,,False,0.9884640817074434,0.9941985784914702,True,,,False
+24,PowderyMildew,0.9765554328635686,0.9881386746120924,PowderyMildew,PowderyMildew,,,False,,,False,0.9765554328635686,0.9881386746120924,True,,,False
+621,LeafMiner,0.9801183899406953,0.9899593831559232,LeafMiner,LeafMiner,,,False,0.9801183899406953,0.9899593831559232,True,,,False,,,False
+1898,LeafMiner,0.9879562496438495,0.9939416421471509,LeafMiner,LeafMiner,,,False,0.9879562496438495,0.9939416421471509,True,,,False,,,False
+710,AlgalLeafSpot,0.9710067821555719,0.9852901481075981,AlgalLeafSpot,AlgalLeafSpot,0.9710067821555719,0.9852901481075981,True,,,False,,,False,,,False
+2779,AlgalLeafSpot,0.9891410516217165,0.9945408856906199,AlgalLeafSpot,AlgalLeafSpot,0.9891410516217165,0.9945408856906199,True,,,False,,,False,,,False
+2314,Rust,0.988295733048451,0.9941134174574704,Rust,Rust,,,False,,,False,,,False,0.988295733048451,0.9941134174574704,True
+959,Rust,0.9833745731171142,0.9916176061202817,Rust,Rust,,,False,,,False,,,False,0.9833745731171142,0.9916176061202817,True
+232,Rust,0.9884769483474285,0.9942050866306757,Rust,Rust,,,False,,,False,,,False,0.9884769483474285,0.9942050866306757,True
+1025,Rust,0.9727069872776927,0.9861646899928249,Rust,Rust,,,False,,,False,,,False,0.9727069872776927,0.9861646899928249,True
+3170,LeafMiner,0.988801480428403,0.9943692119692183,LeafMiner,LeafMiner,,,False,0.988801480428403,0.9943692119692183,True,,,False,,,False
+989,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,,0.0,0.0,True,,,False,,,False,,,False
+2472,LeafMiner,0.9827924983026308,0.9913215822068625,LeafMiner,LeafMiner,,,False,0.9827924983026308,0.9913215822068625,True,,,False,,,False
+3032,LeafMiner,0.9847239343964278,0.9923031786240751,LeafMiner,LeafMiner,,,False,0.9847239343964278,0.9923031786240751,True,,,False,,,False
+767,Rust,0.5172717541150028,0.6818445709703705,Rust,Rust,,,False,,,False,,,False,0.5172717541150028,0.6818445709703705,True
+1589,Rust,0.001592484758794859,0.0031799055664407543,Rust,Rust,,,False,,,False,,,False,0.001592484758794859,0.0031799055664407543,True
+2165,AlgalLeafSpot,0.9809121352256418,0.9903641032659009,AlgalLeafSpot,AlgalLeafSpot,0.9809121352256418,0.9903641032659009,True,,,False,,,False,,,False
+2726,LeafMiner,0.9850879432507296,0.992487961654308,LeafMiner,LeafMiner,,,False,0.9850879432507296,0.992487961654308,True,,,False,,,False
+301,Rust,0.0,0.0,Rust,,,,False,,,False,,,False,0.0,0.0,True
+3002,PowderyMildew,0.986026442878632,0.9929640629048654,PowderyMildew,PowderyMildew,,,False,,,False,0.986026442878632,0.9929640629048654,True,,,False
+1907,LeafMiner,0.9870341208603456,0.9934747576785242,LeafMiner,LeafMiner,,,False,0.9870341208603456,0.9934747576785242,True,,,False,,,False
+156,AlgalLeafSpot,0.9808127137806073,0.9903134273695308,AlgalLeafSpot,AlgalLeafSpot,0.9808127137806073,0.9903134273695308,True,,,False,,,False,,,False
+879,LeafMiner,0.9804138703953249,0.9901100825956317,LeafMiner,LeafMiner,,,False,0.9804138703953249,0.9901100825956317,True,,,False,,,False
+2087,Rust,0.9828578012580335,0.9913548017759566,Rust,Rust,,,False,,,False,,,False,0.9828578012580335,0.9913548017759566,True
+447,AlgalLeafSpot,0.0,0.0,AlgalLeafSpot,Rust,0.0,0.0,True,,,False,,,False,0.0,0.0,True
+1104,AlgalLeafSpot,0.9659299360207597,0.9826697465891376,AlgalLeafSpot,AlgalLeafSpot,0.9659299360207597,0.9826697465891376,True,,,False,,,False,,,False

yolo26_seg_coffee_summary.csv ADDED Viewed

	@@ -0,0 +1,2 @@


1	+ dataset,model,mAP50_mask,mAP50_95_mask,mIoU,Dice Score,cpu_latency_ms,AlgalLeafSpot_IoU,AlgalLeafSpot_Dice,LeafMiner_IoU,LeafMiner_Dice,PowderyMildew_IoU,PowderyMildew_Dice,Rust_IoU,Rust_Dice
2	+ coffee,yolo26m-seg.pt,0.1428237336579474,0.14047816572408967,0.8389365221987106,0.852476964787721,754.6602760600035,0.8043811062011331,0.8135878044442842,0.853000767562349,0.8674153736592545,0.8888327519762289,0.9127146984136294,0.7911188010046133,0.804134721861