Dely-Yu

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

fots_project

Centripetal-SGD

Codes of Centripetal SGD

CVPR-2019-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

cvpr2019

cvpr2019 papers，极市团队整理

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

energy_constrained_compression

Code for paper "ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model"

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

GAL

PyTorch implementation for GAL.

gate-decorator-pruning

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

helloworld

kaggle_whale

KSE

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Python-100-Days

Python - 100天从新手到大师

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

sact

Spatially Adaptive Computation Time for Residual Networks

scene_text

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

Taylor_pruning

Pruning Neural Networks with Taylor criterion in Pytorch

thinkpadt480-ubuntu16-configs

vision

Datasets, Transforms and Models specific to Computer Vision

VisualDL

A platform to visualize the deep learning process and result.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

YOLOV3-1

yolov3 by pytorch

YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）