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Runtime error
Mai Phuoc Minh Tai commited on
Commit ·
9e93b8c
1
Parent(s): 4a8eb31
fix: Add HuggingFace Docker model paths and debug logging for YOLO loading
Browse files- src/models/ensemble.py +10 -2
src/models/ensemble.py
CHANGED
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@@ -77,17 +77,25 @@ class EnsembleDetector:
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# Determine model path
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if model_path is None:
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-
# Try multiple possible paths
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possible_paths = [
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-
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"models/yolo11base.pt",
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os.path.join(os.path.dirname(__file__), "../../../models/yolo11base.pt"),
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"D:/Gitrepo/road-damage/models/yolo11base.pt",
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]
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for path in possible_paths:
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if os.path.exists(path):
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model_path = path
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break
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# Load model
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if YOLO_AVAILABLE and model_path and os.path.exists(model_path):
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# Determine model path
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if model_path is None:
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# Try multiple possible paths (local dev + HuggingFace Docker)
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possible_paths = [
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# HuggingFace Docker container paths (WORKDIR=/app)
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"/app/models/yolo11base.pt",
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"models/yolo11base.pt",
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# Local development paths
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"../models/yolo11base.pt",
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os.path.join(os.path.dirname(__file__), "../../models/yolo11base.pt"),
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os.path.join(os.path.dirname(__file__), "../../../models/yolo11base.pt"),
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"D:/Gitrepo/road-damage/models/yolo11base.pt",
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]
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print(f"[MODEL] Searching for model in paths: {possible_paths}")
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for path in possible_paths:
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if os.path.exists(path):
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model_path = path
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print(f"[MODEL] Found model at: {path}")
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break
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if model_path is None:
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print(f"[MODEL] WARNING: Model not found in any path!")
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# Load model
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if YOLO_AVAILABLE and model_path and os.path.exists(model_path):
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