https://github.com/dneprDroid/ImageRecognizer-Android
[this repo is no longer maintained] Neural Network image classifier (inception-bn network architecture), developed via MxNet
https://github.com/dneprDroid/ImageRecognizer-Android
android models mxnet neural-network pre-trained
Last synced: 5 months ago
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[this repo is no longer maintained] Neural Network image classifier (inception-bn network architecture), developed via MxNet
- Host: GitHub
- URL: https://github.com/dneprDroid/ImageRecognizer-Android
- Owner: dneprDroid
- Created: 2016-12-06T18:15:17.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2017-04-08T06:37:59.000Z (about 9 years ago)
- Last Synced: 2025-04-08T12:47:06.170Z (about 1 year ago)
- Topics: android, models, mxnet, neural-network, pre-trained
- Language: Java
- Homepage:
- Size: 6.97 MB
- Stars: 56
- Watchers: 3
- Forks: 8
- Open Issues: 2
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# ImageRecognizer-Android
Image classification using neural networks (inception-bn) and [**MxNet**](https://github.com/dmlc/mxnet) (Python/C++ neural net library), implemented for Android.
#
nn/[*NNManager.java*](https://github.com/dneprDroid/ImageRecognizer/blob/master/app/src/main/java/neural/imagerecognizer/app/nn/NNManager.java) - class working with **MxNet**
nn/[TensorMaker.java](https://github.com/dneprDroid/ImageRecognizer-Android/blob/master/app/src/main/java/neural/imagerecognizer/app/nn/TensorMaker.java) - tensor convertor
Pre-trained model:
*res/raw/params* - serialized data of the network (weights, convolutional kernels)
*res/raw/symbol.json* - structure of the network
*res/raw/syncet.txt* - word dictionary for network, pair output value - meaning word
#
# NDK library
Build **libmxnet_predict.so** from official mxnet sources - https://github.com/dmlc/mxnet/tree/master/amalgamation
# iOS
iOS version - https://github.com/dneprDroid/ImageRecognizer-iOS
# 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