fdbtrs/self-restrained-triplet-loss

Official repository for Self-restrained Triplet Loss for Accurate Masked Face Recognition

self-restrained-triplet-loss's Issues

evaluation on IJB-C

Hello,
Can you provide 'ijbc_name_box_score_5pts.txt' used by evaluation/ijbc/FaceMasked.py plz. My version of IJB-C dataset doesn't have the exactly same file.

LFW Results not reproduced using given EUM weights and Resnet100 pre-trained weights.

I am trying to reproduce the results using given EUM weights, Resnet100 pre-trained weights downloaded from https://github.com/deepinsight/insightface/tree/master/model_zoo and LFW mask type and colors given in LFW-log.txt. But my results are not as good as reported results.
Please provide the link of pre-trained model if you are using different model. Also provide the link of Resnet-50 and MobileNet weights links.

traing dataset

hello there! thank you so much for sharing your amazing work.
would you please assist me how can i prepare my own custom dataset and what should the the directory structure in order to call the main.py to start the training process?

thanks
Affan

lfw_eval

Hello,

i tried to run evaluation on lfw. When i run align_lfw.py, it shows im missing 'shape_predictor_68_face_landmarks.dat'. Where can i get this file? thanks

Where can we download the pre-trained model used to generate feature-embeddings for the images?

Where can I download the model defined in face_model.py to preprocess the embedding of the input images? It seems that only the weights of fine-tuned cnn models are available for download in the repository. Thank you.

Confusion regarding pre-trained model

Can you please tell that model weights given in https://github.com/fdbtrs/Self-restrained-Triplet-Loss/tree/master/weights are the feature extractor weights or the weights of model proposed by you?

Pretrained models

Are the pretrained models used for feature extraction trained under masked face dataset or normal ones?

Log file of the IJB-C dataset

I am unable to run the faceMasked.py file. Getting "1.jpg is not in the list" despite tried to re-install the logs of the IJB-C from the repo to the local notepad and also tried the copy - paste method on the downloaded log.txt file but couldn't getting the results.
Also, the log file is not in the sorted order unlike the Loose Crop folder images.
Is it due to the discontinued distribution of IJB datasets by the NIST?.

Python environment requirements not shared.

Please share python environment required packages in requirements.txt.