Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/amitshekhariitbhu/androidtensorflowmnistexample
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
https://github.com/amitshekhariitbhu/androidtensorflowmnistexample
android deep-learning deep-learning-tutorial deep-neural-networks deeplearning machine-learning machine-learning-android mnist mnist-classification mnist-model tensorflow tensorflow-android tensorflow-model tensorflow-models tensorflow-tutorials
Last synced: 4 days ago
JSON representation
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
- Host: GitHub
- URL: https://github.com/amitshekhariitbhu/androidtensorflowmnistexample
- Owner: amitshekhariitbhu
- License: apache-2.0
- Created: 2017-03-16T15:16:30.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2024-07-20T04:50:20.000Z (6 months ago)
- Last Synced: 2025-01-18T13:07:48.250Z (4 days ago)
- Topics: android, deep-learning, deep-learning-tutorial, deep-neural-networks, deeplearning, machine-learning, machine-learning-android, mnist, mnist-classification, mnist-model, tensorflow, tensorflow-android, tensorflow-model, tensorflow-models, tensorflow-tutorials
- Language: Java
- Homepage: https://outcomeschool.com
- Size: 15.4 MB
- Stars: 463
- Watchers: 28
- Forks: 97
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Awesome Lists containing this project
README
# 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](https://github.com/amitshekhariitbhu/AndroidTensorFlowMachineLearningExample) 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](https://github.com/amitshekhariitbhu/AndroidTensorFlowMNISTExample/pull/1/files).
## [Outcome School Blog](https://outcomeschool.com/blog) - High-quality content to learn Android concepts.
### How to train model?
To create model by yourself, install TensorFlow and run python scripts like
```sh
$ python mnist.py
```
### Find this project useful ? :heart:
* Support it by clicking the :star: button on the upper right of this page. :v:
### Credits
* The classifier example has been taken from Google TensorFlow example.
* The custom drawing view used in this project is taken from [here](https://github.com/miyosuda/TensorFlowAndroidMNIST).
You can connect with me on:
- [Twitter](https://twitter.com/amitiitbhu)
- [LinkedIn](https://www.linkedin.com/in/amit-shekhar-iitbhu)
- [GitHub](https://github.com/amitshekhariitbhu)
- [Facebook](https://www.facebook.com/amit.shekhar.iitbhu)
[**Read all of our blogs here.**](https://outcomeschool.com/blog)
### 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](CONTRIBUTING.md)
when you submit pull request.