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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

autodeeplab

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bisenet

mIOU=78.4 on cityscapes. My implementation of paper: BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

bisenet-keras-cityscapes

This repo is an implementation of BiSeNet. But it still has some differences compared with the author's.

caffe-tensorflow

Caffe models in TensorFlow

circle_regression

classification

Classification_Pytorch

clone-anonymous4open

clone/download codes from https://anonymous.4open.science/

computer-vision-in-action

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

convnetdraw

Draw multi-layer neural network in your browser

cs-video-courses

List of Computer Science courses with video lectures.

ctnas

[CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators

darts-genotype-analysis

dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepin-wine-ubuntu

Deepin Wine for Ubuntu/Debian

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

distiller

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

distributed-pytorch

Distributed, mixed-precision training with PyTorch

drn

Dilated Residual Networks

du-darts

[BMVC '21] DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search

efficient-pytorch

My best practice of training large dataset using PyTorch.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairdarts

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

fastsam

Fast Segment Anything

fight_recognition

figure_plot

filter-grafting

Filter Grafting for Deep Neural Networks(CVPR 2020)