xinlingqiu Goto Github PK

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

alphapose_re

apollo

An open autonomous driving platform

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-lane-detection

A paper list of lane detection.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

cdmi-net

The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping

centernet

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

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

changenet

Implementation of the ChangeNet paper

courseselect

校园选课系统样本 (a template for course selection system by Ruby on Rails)

cvs

dasnet

data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-person-reid

Deep learning person re-identification in PyTorch.

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

em-epsilon-

加速EM算法的两种方法，用R编写。

fabric

Urban change model designed to identify changes across 2 timestamps

facial-expression-classification