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main.py
26 lines (26 loc) · 1.15 KB
/
main.py
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__author__ = 'jmh081701'
import os
#本文件要放在slim文件夹下运行
cmd="python train_image_classifier.py --train_dir=dogsVScats/train_dir " \
"--dataset_name=dogsVScats --dataset_split_name=train " \
"--dataset_dir=dogsVScats/data " \
"--model_name=inception_v3 " \
"--checkpoint_path=dogsVScats/pretrained/inception_v3.ckpt " \
"--checkpoint_exclude_scopes=InceptionV3/Logits,InceptionV3/AuxLogits " \
"--trainable_scopes=InceptionV3/Logits,InceptionV3/AuxLogits " \
"--max_number_of_steps=100000 --batch_size=32 " \
"--learning_rate=0.001 " \
"--learning_rate_decay_type=fixed " \
"--save_interval_secs=300 --save_summaries_secs=2 " \
"--log_every_n_steps=10 " \
"--optimizer=rmsprop --weight_decay=0.00004"
cmdValid="python eval_image_classifier.py " \
"--checkpoint_path=dogsVScats/train_dir " \
"--eval_dir=dogsVScats/eval_dir " \
"--dataset_name=dogsVScats " \
"--dataset_split_name=validation " \
"--dataset_dir=dogsVScats/data " \
"--model_name=inception_v3"
if __name__ == '__main__':
#os.system(cmd)
os.system(cmdValid)