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awesome-model-compression-and-acceleration

a list of awesome papers on deep model ompression and acceleration

centernet

Object detection, 3D detection, and pose estimation using center point detection:

chaidnn

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

convolutional-neural-network-compression-survey

cv-pretrained-model

A collection of computer vision pre-trained models.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

h5player

网页播放器增强脚本，支持：播放进度记录、播放倍率记录、快进快退、倍速播放、画面缩放等

hrank

Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

lipnet

Keras implementation of 'LipNet: End-to-End Sentence-level Lipreading'

ml_embedded_workshop

Machine Language workshop for XDF

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

mobilenet

Implementing Mobilenet, for training on TinyImagenet

mobilenet-customdata

This is a pytorch version of mobilenet implemented by Jupyter Notebook, the dataset consists of imagenet dataset and custom dataset.

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

thesisuestc

ThesisUESTC-电子科技大学毕业论文模板

torchnet

Torch on steroids

uestc-thesis-latex-template

UESTC Thesis Latex Template

vgg16-pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset