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accelerating-cnn-with-fpga

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

adam-admm

A Unified, Systematic Framework of Structured Weight Pruning for DNNs

blockcirculantrnn

face_recognition

The world's simplest facial recognition api for Python and the command line

hello-algorithm

🙈🙉🙊 本项目包括：1、我写的三十万字图解算法题典 2、100 张 IT 相关超清思维导图 3、100 篇大厂面经汇总 4、各语言编程电子书 100 本 5、English version supported !!! 🚀🚀 国人项目上榜首不易，右上角助力一波！干就对了，奥利给 ！🚀🚀

heterogeneous_admm_yolo

lenet-5

PyTorch implementation of LeNet-5 with live visualization

mini-kinetics-200

Mini-Kinetics-200 data splits used in paper "Rethinking Spatiotemporal Feature Learning For Video Understanding"

netdissect-lite

Light version of Network Dissection for Quantifying Interpretability of Networks

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

pytorch-mfnet

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

pytorch-video-recognition

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

r2plus1d-pytorch

PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

real-time_3d-cnn

riffa

The RIFFA development repository

system-design-on-zynq-using-sdsoc

systolic-array

HLS implemented systolic array structure

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding.

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

vmz

R(2+1)D and Mixed-Convolutions for Action Recognition.

xfer_fpga

yolo-fpga-exp-date20

Simulation of FPGA (systolic array) performance for YOLO (DATE20)

ysp2020