GTSRB TensorFlow Lite
Example TensorFlow Lite classification model for German Traffic Sign Benchmarks dataset. This project was created to show how to build convolutional neural network on top of MobileNet (via Transfer Learning) and use it in mobile application with TensorFlow Lite SDK. For more details check:
- Blog post: Mobile intelligence — traffic signs classification with retrained MobileNet model
- Jupyter Notebook with: dataset preparation, model training and validation, conversion to TensorFlow Lite.
- Dataset: The German Traffic Sign Recognition Benchmark
- Inspiration: TensorFlow for Poets, TensorFlow for Poets 2 - TFLite Android