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matusalx/Face-Gender-Age-Emotion_Detection_On_Webcam
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---------------------------------------------------------------- For training script to run the following terminal (windows) command is needed: training_all_models.py -utkface_data_dir "full_path_to_utkface" -ckplus_data_dir "full_path_to_ckplus" -n_epochs 1 -utkface_data_dir -- the full path to utkface_data folder -ckplus_data_dir -- the full path to ckplus_data folder -n_epochs --number of epochs for each model ( for testing n_epochs=1 ) ---------------------------------------------------------------- For testing the models in web_cam , run: test.py -camera_number 0 ( if using second camera use -camera_number 1 ) ---------------------------------------------------------------- _________________________________________________________________ for face detection -- facenet_pytorch.MTCNN ( pretrained ) for gender model -- resnet18 ( train only final layer ) for age model -- resnext50_32x4d ( train only final layer ) for emotions model -- resnext50_32x4d ( train only final layer )
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