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alphabay09/Object-Detection-and-Human-Pose-Estimation-using-YOLO

sourceHugging Faceupdated 8mo agoView on Hugging Face
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YOLO Object Detection API ๐ŸŽฏ

FastAPI backend powering the Object Detection & Human Pose Estimation frontend.

Endpoints

MethodPathDescription
GET/Health check
GET/modelsList available models
POST/detect/imageDetect objects in image
POST/detect/videoDetect objects in video
GET/healthDetailed health status

Models Pre-loaded

4 best models per category = 16 models total:

  • โ€”Detection: yolo11n, yolo11s, yolo11m, yolo11x
  • โ€”Segmentation: yolo11n-seg, yolo11s-seg, yolo11m-seg, yolo11x-seg
  • โ€”Pose: yolo11n-pose, yolo11s-pose, yolo11m-pose, yolo11x-pose
  • โ€”Classification: yolo11n-cls, yolo11s-cls, yolo11m-cls, yolo11x-cls