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config.json

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+{
+  "model_name": "convnext_base.fb_in22k_ft_in1k_384",
+  "num_classes": 6,
+  "class_names": [
+    "HDPE",
+    "LDPE",
+    "Other",
+    "PET",
+    "PP",
+    "PS"
+  ],
+  "class_to_idx": {
+    "HDPE": 0,
+    "LDPE": 1,
+    "Other": 2,
+    "PET": 3,
+    "PP": 4,
+    "PS": 5
+  },
+  "idx_to_class": {
+    "0": "HDPE",
+    "1": "LDPE",
+    "2": "Other",
+    "3": "PET",
+    "4": "PP",
+    "5": "PS"
+  },
+  "img_size": 384,
+  "imagenet_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "imagenet_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "hierarchy": {
+    "PET": {
+      "category": "Rigid Thermoplastic",
+      "recyclable": true,
+      "code": 1
+    },
+    "HDPE": {
+      "category": "Rigid Thermoplastic",
+      "recyclable": true,
+      "code": 2
+    },
+    "PP": {
+      "category": "Rigid Thermoplastic",
+      "recyclable": true,
+      "code": 5
+    },
+    "LDPE": {
+      "category": "Flexible Thermoplastic",
+      "recyclable": true,
+      "code": 4
+    },
+    "PS": {
+      "category": "Brittle Thermoplastic",
+      "recyclable": false,
+      "code": 6
+    },
+    "Other": {
+      "category": "Unknown",
+      "recyclable": null,
+      "code": 7
+    }
+  },
+  "test_accuracy": 0.7801980198019802,
+  "test_macro_f1": 0.8077352266209736,
+  "best_val_f1": 0.7676573659411366,
+  "strategy": "Direct classification (no YOLO), full LLRD, EMA, 5-view TTA"
+}