/CircleLoss_Keras

Naive implementation of Circle Loss, with Keras(tf backend)

Primary LanguageJupyter Notebook

CircleLoss_Keras

Naive implementation of Circle Loss, with Keras(tf backend)

Info:

  • Dataset: Mnist
  • Model: Keras Mnist Demo
  • Optimizer: Naive SGD, lr = default 0.01, momentum=0.
  • Feats_dim: 3, 10, 32, 128
  • With_model_eval: linear softmax trained on feats
  • Without_model_eval: cosine similarity between sample's feat and mean feature vector of each class