*NOTICE: This is a port of https://github.com/hunglc007/tensorflow-yolov4-tflite
YOLOv4 Implemented in Tensorflow 1.15
TBD
TBD
TBD
TBD
| Detection | 512x512 | 416x416 | 320x320 |
|---|---|---|---|
| YoloV3 | 55.43 | ||
| YoloV4 | 61.96 | 57.33 |
TBD
| Detection | 512x512 | 416x416 | 320x320 |
|---|---|---|---|
| YoloV3 FPS | 40.6 | 49.4 | 61.3 |
| YoloV4 FPS | 33.4 | 41.7 | 50.0 |
| Detection | 512x512 | 416x416 | 320x320 |
|---|---|---|---|
| YoloV3 FPS | 10.8 | 12.9 | 17.6 |
| YoloV4 FPS | 9.6 | 11.7 | 16.0 |
| Detection | 512x512 | 416x416 | 320x320 |
|---|---|---|---|
| YoloV3 FPS | 27.6 | 32.3 | 45.1 |
| YoloV4 FPS | 24.0 | 30.3 | 40.1 |
| Detection | 512x512 | 416x416 | 320x320 |
|---|---|---|---|
| YoloV3 FPS | 20.2 | 24.2 | 31.2 |
| YoloV4 FPS | 16.2 | 20.2 | 26.5 |
| Detection | 512x512 | 416x416 | 320x320 |
|---|---|---|---|
| YoloV3 FPS | |||
| YoloV4 FPS |
Sample training code available at samples/TrainV4
My project is inspired by these previous fantastic YOLOv3 implementations: