This repo contains source code using Huawei's ML Kit for Liveness detection. Our tests show 32.2% accuracy for Huawei on high resolution images while Doubango's Liveness detection has 100% accuracy:
- Tests done on #50 4K images and #50 2K images
- The images are displayed on MacBook Pro (Retina, 15-inch, Mid 2014)
- The images are captured using a Galaxy S10+
- The Galaxy S10+ is positioned at 3 different positions for each image: far, near, close
- A sample image can be found here. Huawei never managed to catch Print-Attacks on 4K images
Huawei's implementation may not be accurate enough for commercial applications but the SDK is free and could be good candidate for open source projects.
The next video (https://youtu.be/4Z8VRTS8WrA) shows some tries using ML Kit (code in this repo).
