competition_iqiyi

ref

• mtcnn
• insightface
• InsightFace_TF

Experiment Report

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

InsightFace+FC Usage:

Train steps:

1. Git clone the InsightFace_TF reposity.
2. Train the model by train_fc_only.py script in InsightFace repo.
3. Evaluate the validate set by eval_map_fc_only.py script.