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CODE UPDATES:

  • change deprecated scipy.misc to imageio for reading and saving image data.

ARRANGE PROJECT DIRECTORY LIKE THIS:
BASE_DIR = /media/anjie/cxn

  • [BASE_DIR]/facenet
  • [BASE_DIR]/datasets
    -----lfw
    -----lfw_mtcnnpy_160
  • [BASE_DIR]/models/facenet
  1. align training data
  • cd [BASE_DIR]
  • python3 facenet/src/align/align_dataset_mtcnn.py datasets/lfw/raw/ datasets/lfw_mtcnnpy_160/ --image_size 160 --margin 44
  1. train facenet model
  • cd [BASE_DIR]/facenet
  • python3 src/train_softmax.py --logs_base_dir media/anjie/cxn/logs/facenet/ --models_base_dir /media/anjie/cxn/models/facenet/ --data_dir /media/anjie/cxn/datasets/lfw_mtcnnpy_160/ --image_size 160 --model_def models.inception_resnet_v1 --lfw_dir /media/anjie/cxn/datasets/lfw_mtcnnpy_160/ --optimizer ADAM --learning_rate -1 --max_nrof_epochs 150 --keep_probability 0.8 --random_crop --random_flip --use_fixed_image_standardization --learning_rate_schedule_file data/learning_rate_schedule_classifier_casia.txt --weight_decay 5e-4 --embedding_size 512 --lfw_distance_metric 1 --lfw_use_flipped_images --lfw_subtract_mean --validation_set_split_ratio 0.05 --validate_every_n_epochs 5 --prelogits_norm_loss_factor 5e-4

CURRENT RESULT:

Instructions for updating:
To construct input pipelines, use the tf.data module.
Running training
Killed