Hugging Face's logo

opencv
/
opencv_zoo

ONNX
Model card Files
xet
Community
opencv_zoo / README.md
fengyuentau
Benchmark framework implementation and 3 models added:
42310ef
preview code
|
raw
history blame
1.9 kB

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 2.17 8.87
    DB 640x480 148.65 2759.88
    CRNN 100x32 23.23 235.87

    License

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