Performance
htcml opened this issue · 3 comments
Does the RetinaFace implementation of this repo have the same performance as the original insightface implementation? It seems this Retina implementation performs even worse than MTCNN.
1- this is re-implementation
2- this shares same structure with the original study. so, performance with respect to the speed must have similar score to original study.
3- mtcnn is faster than retinaface, but face detection score is higher in retinaface.
You'd better to do your own benchmark study to assert that "face detection score is higher in retinaface". Based on what I observed, its score should be below 50.
i did not train anything in this repo. this is using pre-trained weights of this study: https://github.com/StanislasBertrand/RetinaFace-tf2
Scores are already mentioned there.
| Model | Easy | Medium | Hard |
|---|---|---|---|
| Original Mxnet implementation | 96.5 | 95.6 | 90.4 |
| Ours | 95.6 | 94.6 | 88.5 |