README.md

English | 简体中文

SCRFD RKNPU2 Deployment Models

This tutorial demonstrates the deployment of SCRFD models in RKNPU2. For model description and download of ONNX models, refer to Model Description。

From ONNX model to RKNN model

Taking scrfd_500m_bnkps_shape640x640 as an example, the following commands in Ubuntu18.0 demonstrate how to fast convert SCRFD ONNX models to RKNN quantification models:

wget  https://bj.bcebos.com/paddlehub/fastdeploy/rknpu2/scrfd_500m_bnkps_shape640x640.zip
unzip scrfd_500m_bnkps_shape640x640.zip
python  /Path/To/FastDeploy/tools/rknpu2/export.py \
        --config_path tools/rknpu2/config/scrfd.yaml \
        --target_platform rk3588

Detailed Deployment Tutorials

• Python Deployment
• C++ Deployment

Release Note

• This document and code are written based on SCRFD CommitID:17cdeab