Keras Inception-V4
Keras implementation of Google's inception v4 model with ported weights!
As described in:Inception-v4,
Inception-ResNet and the Impact of Residual Connections on Learning
(Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alex Alemi)
Note this Keras implementation tries to follow the tf.slim definition as closely as possible.
Pre-Trained weights for this Keras model can be found here (ported from the tf.slim ckpt): https://github.com/kentsommer/keras-inceptionV4/releases
You can evaluate a sample image by performing the following (weights are downloaded automatically):
Loaded Model Weights!
Class is: African elephant, Loxodonta africana
Certainty is: 0.868498
News
5/23/2017:
Enabled support for both Theano and Tensorflow (again... )
Added useful training parameters
l2 regularization added to conv layers
Variance Scaling initialization added to conv layers
Momentum value updated for batch_norm layers
Updated pre-processing to match paper (subtracts 0.5 instead of 1.0