🔥 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 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |