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awesome-RK3588
Useful resources for developing with the RK3588. :rocket:
https://github.com/choushunn/awesome-RK3588
Last synced: 3 days ago
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RKNN
- librga ↗ - RGA (Raster Graphic Acceleration Unit) is a standalone 2D hardware accelerator designed to accelerate point/line drawing, perform image scaling, rotation, bitBlt, alpha blending, and other common 2D graphic operations.
- RKLLM ↗ - RKLLM software stack can help users to quickly deploy AI models to Rockchip chips.
- RKNPU2 Model Deployment ↗ - A guide to deploying models on the Rockchip NPU using the RKNPU2 interface.
- RKNN Model Zoo ↗ - A collection of pre-trained models for the Rockchip NPU, including image classification, object detection, semantic segmentation, and more.
- RKNPU2 ↗ - The official repository for the Rockchip NPU interface.
- RKNN-Toolkit2 ↗ - The official software development kit for performing model conversion, inference, and performance evaluation on the Rockchip NPU.
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Projects
- Yolov5 DeepSORT ↗ - A project for tracking vehicles and persons on RK3588 / RK3399pro using YOLOv5 and DeepSORT.
- Yolov5 RK3588 Python ↗ - Modified code from rknn-toolkit2 for running YOLOv5 on the RK3588.
- RKNN multi threaded ↗ - A project for running RKNN models on multiple threads for improved performance.
- Rockchip-Windows-Drivers ↗ - Windows on Arm drivers for RK35xx platforms.)
- ubuntu-rockchip ↗ - Ubuntu 22.04 for Rockchip RK3588 devices.
- buildroot-rk3588 ↗ - Buildroot build for ROCK 5B based on RK3588 CPU.
- NixOS running on RK3588/RK3588s ↗ - Minimal NixOS running on RK3588/RK3588s based SBC(Orange Pi 5 Plus, Orange Pi 5, Rock 5A)
- yolov8_rknn_Cplusplus ↗ - YoloV8 rknn C++.
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Forum
- iTOP-RK3588↗ - Beijing Xunwei iTOP-RK3588 Development Board Technical Discussion Zone.
- iTOP-RK3588↗ - Beijing Xunwei iTOP-RK3588 Development Board Technical Discussion Zone.
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Introduction
- <img src="https://www.rock-chips.com/templets/new_2014_9/images//logo.png" align="right" width="100">
- Rockchip ↗ - A76 cores and four Cortex-A55 cores, as well as a separate NEON coprocessor, supporting 8K video codec and decoding.
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Official Resources
- RK3588 Linux SDK Development and Product Application Introduction↗ - RK3588 Linux SDK Development and Product Application Introduction
- RKNPU2 From Beginner to Practice↗ - RKNPU2 From Beginner to Practice (Based on RK3588 and RK3568)
- Rockchip-Linux ↗ - The official Rockchip Linux repository on GitHub.
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Development Boards
- ITOP ↗ - A development board based on the RK3588 chip, providing complete hardware interfaces and software support.
- Fire-Fly ↗ - A development board based on the RK3588 chip, providing complete hardware interfaces and software support.
- Orange Pi ↗ - Orange Pi.
- YourLand Laptop ↗ - A laptop based on RK3588 and Linux, designed for sw-developers with rich dev-tools and JTAG debugging support.
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Documentation
- RK3588 Datasheet ↗ - The official datasheet for the RK3588.
- iTOP-RK3588 Development Board Specification↗ - Detailed parameters of this development board.
- RKNN User Guide ↗ - The official user guide for the Rockchip NPU interface.
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Sample Code
- RKNN Examples ↗ - Official examples of how to use the RKNN-Toolkit2 to perform model conversion, inference, and evaluation on the Rockchip NPU.
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