fpga-acceleration 开源项目推荐（8 个）

JulianKemmerer /PipelineC

一种类 C 的硬件描述语言（HDL），将类似高层次综合（HLS）的自动流水线化作为语言构造/编译器特性加入。

Xilinx /KRS

The Kria Robotics Stack (KRS) is a ROS 2 superset for industry, an integrated set of robot libraries and utilities to accelerate the development, maintenance and commercialization of industrial-grade robotic solutions while using adaptive computing.

beehive-lab /kfusion-tornadovm

🎥 A Java implementation of Kinect Fusion running on Tornado VM.

deephealthproject /ecvl

European Computer Vision Library (ECVL). A general-purpose computer vision library developed to support healthcare use cases within the DeepHealth project, with the aim of facilitating the integration of existing state-of-the-art libraries.

OpenCloudNeXt /DHL

An FPGA-CPU co-design framework for accelerating software NFs (Network Functions) with Intel DPDK

Ashutosh0x /fpga-hft-trading-system

FPGA HFT trading system with inline AI inference, transformer attention, Avellaneda-Stoikov market making, and full-stack SmartNIC. 19 SystemVerilog modules targeting AMD Alveo UL3524 at 644 MHz. Sub-50ns tick-to-trade WITH neural network in the critical path.

nguyenchuyenhoa14-hub /YOLOv8-FPGA-Accelerator

High-performance hardware accelerator for YOLOv8 custom detection head on Zynq-7020 FPGA featuring division-free NMS and INT8 quantization.

wiIliu /IoT-AI-IDSs-edge-testing

A practical comparision demonstrating: RT-IoT-2022 usage for binary (malicious or benign) and multi-class classification, ML (ensemble-based) and DL (CNN-based) models for training and comparison, and deployment trade-offs at the edge on an FPGA-equipped device - Kria KV260