单目深度估计、自动驾驶

参考文章:

目前开源数据集整理

https://blog.csdn.net/wangqingbaidu/article/details/80635618

SSD: Single Shot MultiBox Detector 训练KITTI数据集

https://blog.csdn.net/jesse_mx/article/details/65634482

深度学习与自动驾驶领域的数据集(KITTI,Oxford,Cityscape,Comma.ai,BDDV,TORCS,Udacity,GTA,CARLA,Carcraft)

https://blog.csdn.net/u010821666/article/details/79026100

基于深度学习的单目图像深度估计总结,类似

https://blog.csdn.net/Borazxn/article/details/90340066

https://www.zhihu.com/question/53354718

Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)

https://github.com/JiawangBian/SC-SfMLearner-Release

Code for the CVPR 2019 paper "Learning Single-Image Depth from Videos using Quality Assessment Networks"

https://github.com/princeton-vl/YouTube3D

github搜索Monocular、Depth from Videos,有很多论文开源代码

https://github.com/search?p=1&q=Depth+from+Videos&type=Repositories

https://github.com/search?q=Monocular

单目深度估计

基于深度学习的单目图像深度估计总结(开源代码和论文总结)

https://blog.csdn.net/Borazxn/article/details/90340066

基于深度学习的单目视觉深度估计研究综述

https://blog.csdn.net/yukinoai/article/details/99715227

基于深度学习的单目图像深度估计

https://blog.csdn.net/yiyayiya557/article/details/105268353

单目视觉定位测距的两种方式

https://blog.csdn.net/sillykog/article/details/71214107

KITTI数据集

KITTI数据集简介与使用

https://blog.csdn.net/solomon1558/article/details/70173223

【自动驾驶】【数据集】KITTI数据集简介和使用+ KITTI数据集国内下载地址

https://blog.csdn.net/qq_15698613/article/details/99818330

自动驾驶KITTI数据集详解

https://zhuanlan.zhihu.com/p/60182892

KITTI数据集国内下载地址

https://blog.csdn.net/weixin_43599336/article/details/86533572

Kitti数据集下载

https://blog.csdn.net/xw_2_xh/article/details/86553883

NYU数据集

NYU-Depth数据集

https://www.jianshu.com/p/870c541337b4

NYU V2数据集提取数据

https://blog.csdn.net/sinat_26871259/article/details/82351276

NYU数据集和论文

Depth Map Prediction from a Single Image using a Multi-Scale Deep Network

https://cs.nyu.edu/~deigen/depth/

Indoor Segmentation and Support Inference from RGBD Images ECCV 2012

https://cs.nyu.edu/~silberman/projects/indoor_scene_seg_sup.html

Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture

https://cs.nyu.edu/~deigen/dnl/

Cityscape数据集

Cityscape数据集脚本readme翻译

https://blog.csdn.net/chishuideyu/article/details/79963072

Cityscapes数据集介绍

https://blog.csdn.net/zz2230633069/article/details/84591532

Dataset之Cityscapes:Cityscapes数据集的简介、安装、使用方法之详细攻略

https://blog.csdn.net/qq_41185868/article/details/82960880

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