#500 · Primary category: Computer Vision
TensorFlowAndroidDemo
TensorFlow Android demo: lane line, vehicle, face, action, skeleton recognition and detection, smoking, phone call, eyes closed/open.
Project last updated:06/16/19
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747
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206
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3
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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.
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