belye Goto Github PK

ai-challenger-retinal-edema-segmentation

4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

alexnet

ImageNet Classification with Deep Convolutional Neural Networks

algorithmdiagram

算法图解的算法代码示例，用Python和Java实现，后期会加入其它语言

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

bayesian-crowd-counting

Official Implement of ICCV 2019 oral paper Bayesian Loss for Crowd Count Estimation with Point Supervision

belye.github.io

ccnet

CCNet achieves the state-of-the-art performance on Cityscapes and ADE20K.

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

cvpr2019

cvpr2019 papers，极市团队整理

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

dataloaders_dali

PyTorch DataLoaders implemented with DALI for boosting image preprocessing

deep-learning-models

Keras code and weights files for popular deep learning models.

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deeplearning-models

A collection of various deep learning architectures, models, and tips

dla

Code for the CVPR Paper "Deep Layer Aggregation"

dupsampling

This repo is an unofficial pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

emanet

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

gan-tutorial

Very Simple Implementation of many GAN models with PyTorch.

gcnet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

gitskills

gittut

global_convolutional_network

Pytorch implementation of GCN architecture for semantic segmentation

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

hrnet-semantic-segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

image-segmentation-keras

Implementation of Segnet, FCN, UNet and other models in Keras.

keras-non-local-nets

Keras implementation of Non-local Neural Networks

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

l-seg

L-Seg: An End-to-End Unified Framework for Multi-lesion Segmentation of Fundus Images

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

literaturedl4graph