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AlfredXiangWu / LightCNN

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018
https://arxiv.org/abs/1511.02683
MIT License
1.01k stars 166 forks source link

Validation Set #24

Closed lnsh4992 closed 6 years ago

lnsh4992 commented 6 years ago

Where can I get or generate the validation list required for the training? I'm trying to train the network on MS-Celeb-1M. Also, is the pretrained model trained on the Full Image Thumbnails, FaceCropped, or FaceAligned dataset of MS-Celeb-1M?

lnsh4992 commented 6 years ago

I believe the train_list is linked on the README. It is the MS-Celeb-1M clean list listen on the Datasets section. I'm unable to find the val list though. An example of train list: m.0109kg/58-FaceId-0.jpg 0 m.010bk0/7-FaceId-0.jpg 1

AlfredXiangWu commented 6 years ago

You can randomly select some images from ms-celeb-1m as the validation.

lnsh4992 commented 6 years ago

I see, so there is no defined validation set. Also, which specific dataset of MS-Celeb-1M was the model pretrained on and the clean list derived from?