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  • 大小: 867KB
    文件類型: .zip
    金幣: 2
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    發布日期: 2021-06-01
  • 語言: 其他
  • 標簽: 深度學習??

資源簡介

這是基于The Unreasonable Effectiveness of Deep Features as a Perceptual Metric 中所提到的感知相似度計算網絡代碼，里面有鏈接可供下載作者訓練好的權重。供大家參考

資源截圖

代碼片段和文件信息 

import?argparse
from?models?import?dist_model?as?dm
from?util?import?util

parser?=?argparse.ArgumentParser（formatter_class=argparse.ArgumentDefaultsHelpFormatter）
parser.add_argument（‘--path0‘?type=str?default=‘./imgs/ex_ref.png‘）
parser.add_argument（‘--path1‘?type=str?default=‘./imgs/ex_p0.png‘）
parser.add_argument（‘--use_gpu‘?action=‘store_true‘?help=‘turn?on?flag?to?use?GPU‘）
opt?=?parser.parse_args（）

##?Initializing?the?model
model?=?dm.DistModel（）
model.initialize（model=‘net-lin‘net=‘alex‘use_gpu=opt.use_gpu）

#?Load?images
img0?=?util.im2tensor（util.load_image（opt.path0））?#?RGB?image?from?[-11]
img1?=?util.im2tensor（util.load_image（opt.path1））

#?Compute?distance
dist01?=?model.forward（img0img1）
print（‘Distance:?%.3f‘%dist01）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\
?????文件??????????21??2018-11-25?05:46??PerceptualSimilarity-master\.gitignore
?????文件????????1671??2018-11-25?05:46??PerceptualSimilarity-master\Dockerfile
?????文件????????1357??2018-11-25?05:46??PerceptualSimilarity-master\LICENSE
?????文件????????9216??2018-11-25?05:46??PerceptualSimilarity-master\README.md
?????文件????????1142??2018-11-25?05:46??PerceptualSimilarity-master\__init__.py
?????文件?????????754??2018-11-25?05:46??PerceptualSimilarity-master\compute_dists.py
?????文件????????1097??2018-11-25?05:46??PerceptualSimilarity-master\compute_dists_dirs.py
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\data\
?????文件???????????0??2018-11-25?05:46??PerceptualSimilarity-master\data\__init__.py
?????文件?????????167??2018-11-25?05:46??PerceptualSimilarity-master\data\base_data_loader.py
?????文件????????1482??2018-11-25?05:46??PerceptualSimilarity-master\data\custom_dataset_data_loader.py
?????文件?????????476??2018-11-25?05:46??PerceptualSimilarity-master\data\data_loader.py
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\data\dataset\
?????文件???????????0??2018-11-25?05:46??PerceptualSimilarity-master\data\dataset\__init__.py
?????文件?????????237??2018-11-25?05:46??PerceptualSimilarity-master\data\dataset\base_dataset.py
?????文件????????1792??2018-11-25?05:46??PerceptualSimilarity-master\data\dataset\jnd_dataset.py
?????文件????????2411??2018-11-25?05:46??PerceptualSimilarity-master\data\dataset\twoafc_dataset.py
?????文件????????2261??2018-11-25?05:46??PerceptualSimilarity-master\data\image_folder.py
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\imgs\
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_dir0\
?????文件????????9464??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_dir0\0.png
?????文件????????9464??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_dir0\1.png
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_dir1\
?????文件????????7518??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_dir1\0.png
?????文件???????10078??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_dir1\1.png
?????文件????????7518??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_p0.png
?????文件???????10078??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_p1.png
?????文件????????9464??2018-11-25?05:46??PerceptualSimilarity-master\imgs\ex_ref.png
?????文件??????843458??2018-11-25?05:46??PerceptualSimilarity-master\imgs\fig1.png
?????目錄???????????0??2018-11-25?05:46??PerceptualSimilarity-master\models\
............此處省略35個文件信息

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