Model Zoo For OpenCV DNN and Benchmarks.
A zoo for models tuned for OpenCV DNN with benchmarks on different platforms.
Guidelines:
opencv-python
:
python3 -m pip install opencv-python
# Or upgrade to latest version
python3 -m pip install --upgrade opencv-python
# Install git-lfs from https://git-lfs.github.com/
git clone https://github.com/opencv/opencv_zoo && cd opencv_zoo
git lfs install
git lfs pull
Hardware Setup:
x86-64:
ARM:
RISC-V:
StarFive JH7110
SoC with a RISC-V quad-core CPU, which can turbo up to 1.5GHz, and an GPU of model IMG BXE-4-32 MC1
from Imagination, which has a work freq up to 600MHz.Important Notes:
---
represents the model is not availble to run on the device.Some examples are listed below. You can find more in the directory of each model!
OpenCV Zoo is licensed under the Apache 2.0 license. Please refer to licenses of different models.