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configs/pennfudan_maskrcnn_config.py

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+"""
+Configuration for training Mask R-CNN on the Penn-Fudan dataset.
+"""
+
+from .base_config import base_config
+
+config = base_config.copy()
+
+# Override necessary settings from base_config
+config.update(
+    {
+        "config_name": "pennfudan_maskrcnn_v1",  # Unique name for this experiment run
+        "data_root": "data/PennFudanPed",  # Explicitly set dataset root
+        "num_classes": 2,  # Penn-Fudan has 1 class (pedestrian) + background
+        # Adjust other parameters as needed for this specific experiment, e.g.:
+        # 'batch_size': 4,
+        # 'num_epochs': 15,
+        # 'lr': 0.001,
+    }
+)
+
+# Ensure derived paths or settings are consistent if needed
+# (Not strictly necessary with this simple structure)