Watch 李斌/awesome-security-collection forked from laoyang2020/awesome-security-collection

1000+ Github Security Resource Collection Repos.

Watch 李斌/corundum

Open source, high performance, FPGA-based NIC

Watch 李斌/Vitis_with_100Gbps_TCP-IP

100 Gbps TCP/IP stack for Vitis shells

Watch 李斌/PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

Watch 李斌/hls4ml

Machine learning in FPGAs using HLS

Watch 李斌/CNN-MobileNet-V1-implementation-on-AWS-FPGA-using-OpenCL

Increasing the accuracy of Convolutional Neural Networks (CNNs) has become a recent research focus in computer vision applications. Smaller CNN architectures like SqueezeNet and MobileNet can demonstrate accelerated performance on FPGAs and GPUs due to smaller model size and fewer network parameters. Implementation of CNNs on accelerators have two important benefits - GPUs provide thread-level parallelism to achieve higher throughput and FPGAs offer a customizable application-specific datapath. These two reasons make these platforms better suited for convolution like operations which involve huge data. This project aims to implement one such CNN architecture, MobileNet on an Image dataset in OpenCL, thereby comparing kernel execution time and memory bandwidth usage on FPGA and GPU

Watch 李斌/Vitis-AI

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

Watch 李斌/PipeCNN_Winograd

An OpenCL-Based FPGA Accelerator for Compressed YOLOv2

Watch 李斌/xfopencv

Watch 李斌/Ultra-Light-Fast-Generic-Face-Detector-1MB

1MB轻量级人脸检测模型 (1MB lightweight face detection model)