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RK3588 is the flagship 8K SoC chip released by Rockchip ↗, which adopts ARM architecture and is mainly used for PCs, edge computing devices, personal mobile Internet devices, and other digital multimedia applications. RK3588 integrates four Cortex-A76 cores and four Cortex-A55 cores, as well as a separate NEON coprocessor, supporting 8K video codec and decoding.
This repository contains a curated list of useful resources for developing with the RK3588.:rocket:
- Rockchip-Linux ↗ - The official Rockchip Linux repository on GitHub.
- 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.
- RK3588 Linux SDK 开发及产品应用介绍↗ - RK3588 Linux SDK development and product application introduction
- RKNPU2 从入门到实践↗ - RKNPU2 from entry to practice (based on RK3588 and RK3568)
- 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)
- RKNN Model Zoo ↗ - A collection of pre-trained models for the Rockchip NPU, including image classification, object detection, semantic segmentation, and more.
- RKNPU2 Model Deployment ↗ - A guide to deploying models on the Rockchip NPU using the RKNPU2 interface.
- 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.
- 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)
- 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.
- RK3588 Datasheet ↗ - The official datasheet for the RK3588.
- RKNN User Guide ↗ - The official user guide for the Rockchip NPU interface.
- iTOP-RK3588 Development Board Specification↗ - Detailed parameters of this development board.
- RKNN-Toolkit2 ↗ - The official software development kit for performing model conversion, inference, and performance evaluation on the Rockchip NPU.
- RKNN Examples ↗ - Official examples of how to use the RKNN-Toolkit2 to perform model conversion, inference, and evaluation on the Rockchip NPU.
- iTOP-RK3588↗ - Beijing Xunwei iTOP-RK3588 Development Board Technical Discussion Zone.
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