This is the code of ULDF. Paper of this code is: Yang Wang, Xinggang Wang, Wenyu Liu. Unsupervised Local Deep Feature for Image Recognition
Required libraries (included in the package):
- VLFeat, by Andrea Vedaldi et al.
- LibLinear, by Machine Learning Group at National Taiwan University.
How to make it work:
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Download this code.
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Download from http://yann.lecun.com/exdb/mnist the following 4 files:
- train-images-idx3-ubyte.gz
- train-labels-idx1-ubyte.gz
- t10k-images-idx3-ubyte.gz
- t10k-labels-idx1-ubyte.gz
- Unzip these 4 files by executing:
- gunzip train-images-idx3-ubyte.gz
- gunzip train-labels-idx1-ubyte.gz
- gunzip t10k-images-idx3-ubyte.gz
- gunzip t10k-labels-idx1-ubyte.gz
If unzipping with WinZip, make sure the file names have not been changed by Winzip.
- Run mnistdeepauto.m in matlab. For any question, please contact: Yang Wang (yang-wang16@mails.tsinghua.edu.cn)