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inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

kitti

Tools for working with the KITTI dataset in Python

learnslam

SLAM研习社

leetcode

Python & JAVA Solutions for Leetcode

lkvolearner

Learning Depth from Monocular Videos using Direct Methods, CVPR 2018

machine-learning

machinelearning

一些关于机器学习的学习资料与研究介绍

manydepth

[CVPR 2021] Self-supervised depth estimation from short sequences

midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

mine

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

mono-uncertainty

CVPR 2020 - On the uncertainty of self-supervised monocular depth estimation

monocular-depth-estimation-toolbox

Monocular Depth Estimation Toolbox based on MMSegmentation.

monodepth-to-manydepth

Self-Supervised Depth Estimation on Monocular Sequences

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

mulimgviewer

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

munit

Multimodal Unsupervised Image-to-Image Translation

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

neurecon

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

ocnet.pytorch

Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

opencv

Open Source Computer Vision Library

openmvs

open Multi-View Stereo reconstruction library

packnet-sfm

TRI-ML Monocular Depth Estimation Repository

plnet

Code for PLNet: Plane and Line Priors for Unsupervised Indoor Depth Estimation

prml

PRML algorithms implemented in Python

px4

test code for uav

python-machinelearning

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques