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🔥 YOLO Series

Status: ✅ Supported | ❓ Unknown | ❌ Not Supported For Now

Model Task / Description Demo Dynamic Batch TensorRT FP32 FP16 Q8 Q4f16 BNB4
YOLOv5 Image Classification
Object Detection
Instance Segmentation
demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLOv6 Object Detection demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLOv7 Object Detection demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLOv8 Object Detection
Instance Segmentation
Image Classification
Oriented Object Detection
Keypoint Detection
demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLO11 Object Detection
Instance Segmentation
Image Classification
Oriented Object Detection
Keypoint Detection
demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLOv9 Object Detection demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLOv10 Object Detection demo ✅ ✅ ✅ ✅ ✅ ❌ ❌
YOLOv12 Image Classification
Object Detection
Instance Segmentation
demo ✅ ✅ ✅ ✅ ✅ ✅ ✅
YOLOv13 Object Detection demo ✅ ✅ ✅ ✅ ✅ ✅ ✅
YOLO26 Object Detection
Instance Segmentation
Image Classification
Oriented Object Detection
Keypoint Detection
demo ✅ ✅ ✅ ✅ ✅ ✅ ✅