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penincillin / DREAM

This is the public repository for our accepted CVPR 2018 paper "Pose-Robust Face Recognition via Deep Residual Equivariant Mapping"
http://mmlab.ie.cuhk.edu.hk/projects/DREAM/
BSD 2-Clause "Simplified" License
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Question about data processing on training set #37

Closed PlumedSerpent closed 5 years ago

PlumedSerpent commented 5 years ago

Hi, now I have gotten a pre-trained model on our own dataset, if i want to apply DREAM block on it and the third training strategy in your paper, then I should do as below, right ? step 1、Generate a celebrity_name_list file and then image_list.txt step 2、Use the executable file you provide to get the yaw information of each image. step 3、Add DREAM block to our model, then finetune our new-model （training both DREAM block and normal CNN part). step 4、Continue training the DREAM block separately with frontal-profile face pairs.

If I am right, how can I get the frontal-profile face pairs in step 4 ?

penincillin commented 5 years ago

You need to pick up frontal-profile face pairs from the dataset you are using. The threshold to distinguish frontal and profile could be determined by yourself.