dontLoveBugs

DORN_pytorch

PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation

CSPN_monodepth

Unofficial Faster PyTorch implementation of Convolutional Spatial Propagation Network

FCRN_pytorch

Pytorch Implementation of Deeper Depth Prediction with Fully Convolutional Residual Networks

SideWindowFilter

The Pytorch Implementation of Side Window Filtering

SupervisedDepthPrediction

Pytorch framework for supervised depth prediction

StereoMatch

The python implementation of the traditional stereo matching methods including BM and SGBM

MyTorch

Fast, Easy Traning Modules of PyTorch.

CV_interviews_Q-A

CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块，一起努力向offers发起冲击！

depth-refinement-and-normal-estimation

A graph-based framework to refine a noisy and possibly incomplete depth map and estimate the corresponding normal map.

GDTrainingFramework

General distributed training framework based on Pytorch

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

3DVideos2Stereo

Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, arXiv:1907.01341"

box-convolutions

PyTorch code for the "Deep Neural Networks with Box Convolutions" paper

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

DenseMatchingBenchmark

geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

hfnet

From Coarse to Fine: Robust Hierarchical Localization at Large Scale with HF-Net (https://arxiv.org/abs/1812.03506)

HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

InfiniTAM

A Framework for the Volumetric Integration of Depth Images

ip_basic

Image Processing for Basic Depth Completion

netvlad_tf_open

Tensorflow port of https://github.com/Relja/netvlad

numpy-dl

Naive numpy implementaion of machine learning methods

PlotNeuralNet

Latex code for making neural networks diagrams

PointRend-PyTorch

A PyTorch implementation of PointRend: Image Segmentation as Rendering

PSMNet

Pyramid Stereo Matching Network (CVPR2018)

pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

visuallocalizationbenchmark

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS