Popular GitHub Repositories for Rknn

??? A collection of some awesome public YOLO object detection series projects and the related object detection datasets.

nndeploy is an end-to-end model inference and deployment framework. It aims to provide users with a powerful, easy-to-use, high-performance, and mainstream framework compatible model inference and deployment experience.一款端到端的模型推理和部署框架。它旨在为用户提供功能强大、简单易用、高性能且兼容主流框架的模型推理和部署体验。

an edge-real-time anchor-free object detector with decent performance

Inference YOLOv8 segmentation on ONNX, RKNN, Horizon and TensorRT

This project includes implementations of YOLOv8, RT-DETR-V2(RTDETR), MobileSAM, and NanoSAM on TensorRT, ONNX Runtime, and RKNN, along with support for asynchronous inference workflows. It provides a user-friendly deep learning deployment tool for seamless algorithm migration across different inference frameworks.

Inference YOLOv8 detection on ONNX, RKNN, Horizon and TensorRT

Automated converter for ONNX models (particularly ESRGAN) to RKNN format for Rockchip NPUs. Features include Docker-based conversion and GitHub Actions automation.

Inference YOLOv7 tiny detection on ONNX, RKNN, Horizon and TensorRT

Inference YOLOv7 segmentation on ONNX, RKNN, Horizon and TensorRT