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config.json

@@ -0,0 +1,41 @@
+{
+  "batch_size": 2,
+  "gradient_accumulation_steps": 4,
+  "epochs": 200,
+  "lr": 5e-05,
+  "backbone_lr": 1e-05,
+  "weight_decay": 0.0001,
+  "backbone_type": "resnet50",
+  "use_pretrained": true,
+  "freeze_backbone_epochs": 5,
+  "use_gradient_checkpointing": true,
+  "image_size": [
+    1920,
+    1080
+  ],
+  "num_classes": 11,
+  "merge_banknotes": true,
+  "train_ratio": 0.85,
+  "test_ratio": 0.15,
+  "fpn_channels": 256,
+  "strides": [
+    8,
+    16,
+    32,
+    64,
+    128
+  ],
+  "use_native_resolution": true,
+  "focal_alpha": 0.5,
+  "focal_gamma": 2.5,
+  "lambda_reg": 2.0,
+  "lambda_ctr": 1.0,
+  "nms_threshold": 0.4,
+  "score_threshold": 0.35,
+  "max_detections": 100,
+  "patience": 30,
+  "grad_clip": 1.0,
+  "warmup_epochs": 10,
+  "hf_dataset": "format37/russian-rubles-banknotes",
+  "hf_model_repo": "format37/fcos-banknotes-detector"
+}