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Metric Learning : Caffe Example

Prepare (MNIST Data)

python gen_pairwise_imglist.py
/home/water/caffe/build/tools/convert_imageset ./ train.txt train_lmdb –gray
/home/water/caffe/build/tools/convert_imageset ./ train_p.txt train_p_lmdb –gray
/home/water/caffe/build/tools/convert_imageset ./ val.txt val_lmdb –gray
/home/water/caffe/build/tools/convert_imageset ./ val_p.txt val_p_lmdb –gray

Based on Caffe siamese

Train loss vs iters

Visualize Result (Normal)

Visualize Result (τ- SNE)