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model_card.json

@@ -1,7 +1,22 @@
-{
-  "model_name": "roadwork-detection-vit-base",
-  "description": "Vision Transformer fine-tuned for binary roadwork detection on Bittensor Subnet 72",
-  "version": "1.0.0",
-  "submitted_by": "5EYzLWHW7TLr3tc36zG5Dpxmk4DfwCQBkMKcQLsuXzJZWDhM",
-  "submission_time": 1771437300
-}
+{
+  "model_name": "roadwork_v3_focal",
+  "description": "Vision Transformer (ViT) model for roadwork detection. Trained with validator-matching augmentations, focal loss, label smoothing, and confidence margin loss.",
+  "version": "1.0.0",
+  "submitted_by": "unknown",
+  "submission_time": 1771555076,
+  "performance": {
+    "accuracy": 0.9839293798098687,
+    "mcc": 0.9443160344532321,
+    "f1": 0.9902806297056811,
+    "auc": 0.9949946578796627,
+    "subnet_reward": 0.8961834812863713
+  },
+  "training": {
+    "base_model": "google/vit-base-patch16-224-in21k",
+    "training_samples": 34968,
+    "validation_samples": 4418,
+    "validator_augmentations": true,
+    "label_smoothing": 0.05,
+    "confidence_margin": 0.1
+  }
+}