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red-hai's Projects

captainblackboard icon captainblackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

depix icon depix

Recovers passwords from pixelized screenshots

etna icon etna

ETNA – Time-Series Library

fast icon fast

开源SDN交换机项目-FAST 项目背景 现有SDN交换机开源项目(如OVS)主要基于软件编写,虽然其分组转发查表等功能在内核中实现,但分组转发性能仍然是主要问题。将软件SDN交换机的分组转发模块卸载到FPGA中实现,不仅能提高交换性能,而且利用FPGA可重构特性可以扩展SDN交换机的功能。 基于NetMagic平台已经有OFS-08和OFS-pro两款支持openflow1.3的SDN交换机实现,在当前的教学科研中得到广泛应用。但这两款平台中,FPGA主要实现CPU的端口扩展功能,openflow转发平面的功能,如协议分析,多元组查表等并没有卸载到FPGA中进行加速,因此在性能上难以进一步提升。 FAST模型 FAST(FPGA Accel

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hls4ml icon hls4ml

Machine learning on FPGAs using HLS

iiot icon iiot

学习工业互联网4.0

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