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jashwanthpeddisetty0712/idol-tracker-yolo

sourceHugging Faceupdated 3d agoView on Hugging Face
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Idol Tracker YOLO (Ganesh idol detection)

Object detection + tracking model fine-tuned to detect Ganesh idols (single class) for entry-only line-crossing counting at Ganesh-Visarjan event gates. Kept as a native Ultralytics checkpoint (.pt), not exported to ONNX.

Classes

IDClass
0ganesh_idol

Model Details

  • —Architecture: YOLO (Ultralytics)
  • —Format: PyTorch (.pt)
  • —Recommended confidence: 0.25
  • —Usage pattern: entry-only line-crossing counter — see backend/app/services/idol_tracker/counter.py in the visual-ai repo. Idols are static/slow-moving props, not people, so the tracker uses the full bounding-box centroid (not a head-crop) as the tracked point.

Usage

python
from ultralytics import YOLO

model = YOLO("idol_tracker.pt")
results = model.track("image.jpg", persist=True, classes=[0], conf=0.25)