#500 · Primary category: Computer Vision

TensorFlowAndroidDemo

ai android android-tensorflow app artificial-intelligence demo detection java phone recognition smoking tensordemo tensorflow tensorflow-android-demo tensorflow-demo

TensorFlow Android demo: lane line, vehicle, face, action, skeleton recognition and detection, smoking, phone call, eyes closed/open.

Project last updated:06/16/19

GitHub Stars

747

Forks

206

Contributors

3

License

Other

Why we included this project

Anyone who has tried to lift the official TensorFlow demo code into their own Android app knows how much wiring that takes. This project does the work in one place: it runs several vision models through the Camera2 API, including lane and preceding-vehicle detection with simple logic that flags lane departure or a car getting too close, classifiers for smoking, phone use, and open or closed eyes, and a pose-estimation model that maps 19 body keypoints. The author is upfront about the rough edges, noting that mobile TensorFlow ran on CPU only at the time and that the skeleton model needs three layers of tensor transforms before it works. Treat it as a working reference and starting point, not a production SDK.

Articles for this project

No articles for this project yet.

To suggest a topic or contribute an article, contact us.

Related projects in this category