| Model | Framework | Image |
|---|---|---|
| YOLOv4 | Darknet |  |
| YOLOv4 | ONNX |  |
| YOLOv3 | Darknet |  |
| YOLOv3 | ONNX |  |
| YOLOv4-csp | Darknet |  |
| YOLOv4-csp | ONNX |  |
| YOLOv4-tiny | Darknet |  |
| YOLOv4-tiny | ONNX |  |
Tested on Ubuntu 18.04 with 1080ti & i7-7800X
| Model | Framework | Time per 1 Image | GPU Mem. |
|---|---|---|---|
| YOLOv4 | Darknet | 19.7ms | 1.13GB |
| YOLOv4 | ONNX | 20.9ms | 1.46GB |
| YOLOv3 | Darknet | 17.0ms | 1.03GB |
| YOLOv3 | ONNX | 16.9ms | 1.40GB |