Awesome

ImageRecognizer-iOS

Image classification using neural networks (inception-bn) and MxNet (Python/C++ neural net library), implemented for iOS.

nn/NNManager.mm - class working with MxNet

Pre-trained model:

nndata/params - serialized data of the network (weights, convolutional kernels)

nndata/symbol.json - structure of the network

nndata/syncet.txt - word dictionary for network, pair output value - meaning word

<image src=https://raw.githubusercontent.com/dneprDroid/ImageRecognizer-iOS/master/images/screen1.gif height=500 />

Android

Android version - https://github.com/dneprDroid/ImageRecognizer

Links

• https://github.com/dmlc/mxnet - MxNet library
• https://culurciello.github.io/tech/2016/06/04/nets.html - architectures of neural nets, including inception-bn arch.
• https://github.com/Trangle/mxnet-inception-v4 - inceprion network trainer