| method | train loss | TRAIN mAP | VAL mAP | TRAIN Precision | VAL Precision | Test mAP |
|---|---|---|---|---|---|---|
| mtcnn + insightface + means knn (baseline) | none | none | 0.771192 | none | 0.82217 | none |
| mtcnn + insightface + our FC + means knn | 2.01 | none | 0.365657 | none | 0.4204 | none |
- Git clone the InsightFace_TF reposity.
- Train the model by train_fc_only.py script in InsightFace repo.
- Evaluate the validate set by eval_map_fc_only.py script.