lyp19

slambook

Machine_Learning

机器学习相关材料，以及Coursera课程的作业

Behavioral-Cloning

Third Project of the Udacity Self-Driving Car Nanodegree Program

apollo

An open autonomous driving platform

xView2_baseline

Baseline localization and classification models for the xView 2 challenge.

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

labuladong_algorithm

labuladong的算法小抄

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

Awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

ChangeOS

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Python-100-Days

Python - 100天从新手到大师

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

hello-algorithm

🌍 针对小白的算法训练 | 包括四部分：①.大厂面经 ②.力扣图解 ③.千本开源电子书 ④.百张技术思维导图（项目花了上百小时，希望可以点 star 支持，🌹感谢~）推荐免费ChatGPT使用网站

free-programming-books

:books: Freely available programming books

Python

All Algorithms implemented in Python

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

pytorch-tutorial

PyTorch深度学习快速入门教程（绝对通俗易懂！）

DeepLizard-pytorch-

自己总结的DeepLizard的pytorch神经网络编程系列视频的笔记(非官方)

CS-Books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

xview2

Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Evaluation Only". Ranked ranked 40th on leaderboard before unverified code was removed. Paper at https://arxiv.org/pdf/2004.05525.pdf. Presentation at https://slideslive.com/38926353/building-disaster-damage-assessment-in-satelite-imagery-with-multitemporal-fusion.

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70多个国家的500多所大学用于教学。

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

PyTorch-Course

JULYEDU PyTorch Course

learn-python3

Learn Python 3 Sample Code

Python

最良心的 Python 教程：

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.

Relation-Aware-Global-Attention-Networks

We design an effective Relation-Aware Global Attention (RGA) module for CNNs to globally infer the attention.