Replace oriented_rcnn_dota_le90_3x with Sept 2026 retrain (3730d3a9, Task 1 74.88%)

oriented_rcnn_r50_fpn_dota_le90_3x-68957f98.json → oriented_rcnn_r50_fpn_dota_le90_3x-3730d3a9.json

@@ -1,7 +1,14 @@
 {
   "model_type": "oriented_rcnn",
-  "experiment_timestamp": "20260621-092802",
+  "experiment_timestamp": "20260911-102320",
   "source_recipe": "configs/oriented_rcnn/dota_le90_3x.json",
+  "source_code_root": "/home/jeffaudi/oriented-det",
+  "git_commit": "d69ff877453781ca6889edd8f475367fa236a317",
+  "git_describe": "v0.2.0-5-gd69ff87",
+  "git_dirty": false,
+  "git_branch": "main",
+  "git_commit_date": "2026-09-10T11:55:00+00:00",
+  "package_version": "0.1.0",
   "enable_albumentation": false,
   "enable_profiling": false,
   "dataset": {
@@ -21,22 +28,31 @@
     "annotations_file": null,
     "split_file": null,
     "val_split_id": 0,
+    "train_includes_val": false,
     "ignore_labels": [
       "container-crane",
       "airport",
       "helipad"
     ],
+    "lookalike_labels": null,
     "map_labels": null,
+    "difficult_tags": null,
     "difficult_strategy": "keep",
     "filter_empty_gt": true,
     "max_train_samples": null,
     "max_val_samples": null,
     "max_samples_shuffle_seed": null,
     "allowed_classes": null,
+    "train_split": null,
+    "val_split": null,
     "tile_metrics_csv": null,
     "hard_tile_metric_column": "f1",
     "hard_tile_threshold": 0.8,
-    "hard_tile_oversample_factor": 2.0
+    "hard_tile_oversample_factor": 2.0,
+    "class_tile_oversample_classes": null,
+    "class_tile_oversample_factor": 1.0,
+    "class_tile_oversample_min_count": 1,
+    "drop_easy_empty_tiles": false
   },
   "augmentation": {
     "brightness_limit": 0.2,
@@ -90,6 +106,7 @@
       1.0,
       2.0
     ],
+    "anchor_angles": null,
     "anchor_octave_base_scale": null,
     "anchor_scales_per_octave": null,
     "target_means": [
@@ -115,16 +132,35 @@
     "roi_box_reg_angle_weight": 1.0,
     "roi_box_reg_angle_schedule_epochs": null,
     "roi_box_reg_angle_schedule_values": null,
+    "roi_box_reg_aux_weight": 0.1,
+    "roi_box_reg_aux_schedule_epochs": null,
+    "roi_box_reg_aux_schedule_values": null,
     "roi_batch_size_per_image": 512,
     "roi_positive_iou_threshold": 0.5,
     "roi_negative_iou_threshold": 0.5,
     "roi_match_low_quality": false,
     "roi_min_pos_iou": 0.5,
+    "roi_box_reg_aux_loss_type": "probiou",
     "roi_box_reg_kfiou_fun": null,
     "roi_box_reg_probiou_mode": "l1",
-    "retinanet_stacked_convs": 1,
+    "roi_box_reg_main_loss_type": "smooth_l1",
+    "roi_box_reg_norm": "sampled_all",
+    "retinanet_stacked_convs": 4,
     "box_reg_loss_type": "smooth_l1",
     "box_reg_weight": 1.0,
+    "fcos_stacked_convs": 4,
+    "fcos_center_sampling": true,
+    "fcos_center_sample_radius": 1.5,
+    "fcos_norm_on_bbox": true,
+    "fcos_centerness_on_reg": true,
+    "fcos_scale_angle": true,
+    "fcos_regress_ranges": null,
+    "fcos_angle_weight": 1.0,
+    "fcos_nms_pre": 2000,
+    "aux_loss_type": null,
+    "aux_loss_weight": 0.0,
+    "aux_angle_weight": 1.0,
+    "aux_angle_lambda": 1.0,
     "rpn_min_size": 0,
     "rpn_pre_nms_top_n": 2000,
     "rpn_post_nms_top_n": 2000,
@@ -135,6 +171,7 @@
     "rpn_min_pos_iou": 0.3,
     "rpn_match_low_quality": true,
     "use_hbb_for_matching": true,
+    "roi_use_hbb_for_matching": false,
     "add_gt_as_proposals": true,
     "final_nms_iou_threshold": 0.1,
     "nms_class_agnostic": false,
@@ -143,11 +180,7 @@
     "final_nms_iou_schedule_values": null,
     "max_detections_per_image": 100,
     "inference_pre_nms_score_threshold": 0.05,
-    "roi_inference_top_class_only": true,
-    "roi_box_reg_aux_schedule_epochs": null,
-    "roi_box_reg_aux_schedule_values": null,
-    "roi_box_reg_aux_weight": 0.1,
-    "roi_box_reg_aux_loss_type": "probiou"
+    "roi_inference_top_class_only": true
   },
   "training": {
     "lr_scheduler_type": null,
@@ -195,6 +228,8 @@
     "score_threshold": 0.05,
     "per_class_score_threshold": null,
     "iou_threshold": 0.5,
+    "preds_score_threshold": null,
+    "final_nms_iou_threshold": 0.1,
     "compute_map_final": false,
     "compute_map_every_n_epochs": 4,
     "extended_gt_metrics": true,
@@ -202,7 +237,7 @@
     "use_exact_rotated_iou_for_final_map": null
   },
   "production": {
-    "score_threshold": 0.7,
+    "score_threshold": 0.55,
     "per_class_score_threshold": null,
     "final_nms_iou_threshold": 0.1,
     "final_nms_use_cpu": true,
@@ -274,7 +309,10 @@
     "pad_size_divisor": 32,
     "enable_flip_horizontal": true,
     "enable_flip_vertical": true,
-    "enable_flip_diagonal": true
+    "enable_flip_diagonal": true,
+    "enable_random_rotate": false,
+    "random_rotate_prob": 0.5,
+    "random_rotate_angle_range": 180.0
   },
   "class_map": {
     "baseball-diamond": 1,
@@ -311,4 +349,4 @@
     "tennis-court"
   ],
   "num_classes": 15
-}
+}

oriented_rcnn_r50_fpn_dota_le90_3x-68957f98.pth → oriented_rcnn_r50_fpn_dota_le90_3x-3730d3a9.pth

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