Speed
Works super real-time even on consumer-grade CPUs. Maintains speed even with large number of faces in a frame.
Robust
Robust to large scale and resolution variations. Works on selfie videos and movie-collections alike.
End to End
Expects rgb[Uint8] data in a NumPy array and returns bounding-boxes in absolute coordinates. Made for developers and creators.
Versatile
No versioning constraints, just Python3 and NumPy. Run it anywhere from a VPS to a local system.
Architecture | OS | Time*(ms) |
---|---|---|
Intel i5-8300H Cpu @ 2.30GHz | Windows | < 7ms |
NVIDIA GTX 1050 | Windows | 4-5ms |
* Time measured in python runtime averaging over 100 loops.
* Time measured with HD resolution as input.