Speed
Works in super real-time even on consumer-grade CPUs. Maintains speed even with large number of objects in a frame.
Robust
Expects rgb[Uint8] data in a Numpy array and returns bounding-boxes for objects in absolute coordinates, along with object-ids. Made for developers and creators.
Versatile
No versioning constraints, just Python3 and Numpy. Run it anywhere from a VPS to a local system.
latency
Low latency is obtained at the cost of reduced accuracy. May not be suitable for cases where high accuracy is must.
| Architecture | OS | Time*(ms) |
|---|---|---|
| Intel i5-8300H Cpu @ 2.30GHz | Windows | < 20ms |
| NVIDIA GTX 1050 | Windows | ~ 8ms |
* Time measured in python runtime averaging over 100 loops.
* Time measured with HD resolution as input.