YOLO v5 v6 v7 TensorRT速度比较
YOLOV5 - https://github.com/ultralytics/yolov5
YOLOV6 - https://github.com/meituan/YOLOv6
YOLOV7 - https://github.com/WongKinYiu/yolov7
测试设备 GTX1660
| Model | Precsion | Latency/ms |
|---|---|---|
| YOLO v5s | fp32 | 7.20 |
| YOLO v5s | fp16 | 4.46 |
| YOLO v5s | int8 | 3.10 |
| YOLO v6s | fp32 | 9.54 |
| YOLO v6s | fp16 | 5.82 |
| YOLO v6s | int8 | 3.76 |
| YOLO v7 | fp32 | 29.24 |
| YOLO v7 | fp16 | - |
| YOLO v7 | int8 | - |