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Android TensorFlow MNIST Machine Learning Example
About Android TensorFlow Machine Learning MNIST Example
- This is an example project for creating machine learning model for MNIST to detect hand written digits.
- Check this project for building tensorFlow for Android.
- Now, there is no need to build the library as the it is now available through maven. Check this pull request.
My Personal Blog - amitshekhar.me - High-quality content to learn Android concepts.
<p align="center"> <img src="https://raw.githubusercontent.com/amitshekhariitbhu/AndroidTensorFlowMNISTExample/master/assets/1.png" width="250"> <img src="https://raw.githubusercontent.com/amitshekhariitbhu/AndroidTensorFlowMNISTExample/master/assets/2.png" width="250"> <img src="https://raw.githubusercontent.com/amitshekhariitbhu/AndroidTensorFlowMNISTExample/master/assets/3.png" width="250"> </p> <br>How to train model?
To create model by yourself, install TensorFlow and run python scripts like
$ python mnist.py
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Credits
- The classifier example has been taken from Google TensorFlow example.
- The custom drawing view used in this project is taken from here.
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License
Copyright (C) 2022 Amit Shekhar
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
Contributing to Android TensorFlow MNIST Machine Learning Example
All pull requests are welcome, make sure to follow the contribution guidelines when you submit pull request.