BlueWinters/SiameseNetwork

Siamese Neural Networks

SiameseNetwork

Siamese Neural Networks

Discription

• This is a tensorflow implementation for paper Siamese Neural Networks for One-shot Image Recognition. The basic version come from ywpkwon/siamese_tf_mnist
• We did two experiments:
  1. L1 distance method
  2. contrastive loss method

Result

• I used different colors to visualize the embeddings points of train and test data sets in two dimensions.

• Embedding points and training logs can be find in corresponding directory (common/contrastive).