README.md

OpenCV Zoo

A zoo for models tuned for OpenCV DNN with benchmarks on different platforms.

Guidelines:

• To clone this repo, please install git-lfs, run git lfs install and use git lfs clone https://github.com/opencv/opencv_zoo.
• To run benchmark on your hardware settings, please refer to benchmark/README.

Models & Benchmarks

Hardware Setup:

• CPU x86_64: INTEL CPU i7-5930K @ 3.50GHz, 6 cores, 12 threads.
• CPU ARM: Raspberry 4B, BCM2711B0 @ 1.5GHz (Cortex A-72), 4 cores, 4 threads.

  Model	Input Size	CPU x86_64 (ms)	CPU ARM (ms)
  YuNet	160x120	1.45	6.22
  DB	640x480	137.38	2780.78
  CRNN	100x32	50.21	234.32
  SFace	112x112	8.65	99.20
  PP-ResNet	224x224	56.05	602.58
  PP-HumanSeg	192x192	19.92	105.32

  License

  OpenCV Zoo is licensed under the Apache 2.0 license. Please refer to licenses of different models.