KlaymenGC

awesome-NeRF

A curated list of awesome neural radiance fields papers

attentions

PyTorch implementation of some attentions for Deep Learning Researchers.

Trending-in-3D-Vision

An on-going paper list on new trends in 3D vision with deep learning

nerf-pytorch

A PyTorch re-implementation of Neural Radiance Fields

ml-design-patterns

Software Architecture for ML engineers

cdn-up-and-running

CDN Up and Running - Building a CDN from Scratch to Learn about CDN, Nginx, Lua, Prometheus, Grafana, Load balancing, and Containers.

RNW

This is the official repository for Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark (ICCV 2021).

minitorch

The full minitorch student suite.

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！

autofaiss

Automatically create Faiss knn indices with the most optimal similarity search parameters.

pixel-perfect-sfm

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)

LeetCode-Py

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，800+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

CLIP_prefix_caption

Simple image captioning model

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

RL-Bitcoin-trading-bot

Trying to create Reinforcement Learning powered Bitcoin trading bot

rigidmask

Code for "Learning to Segment Rigid Motions from Two Frames". CVPR 2021.

sdflabel

Official PyTorch implementation of CVPR 2020 oral "Autolabeling 3D Objects With Differentiable Rendering of SDF Shape Priors"

NeuralRecon

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

structure-from-motion

Structure-from-Motion from scratch, using Numpy and OpenCV.

ODMD

Object Depth via Motion and Detection Dataset

OpenSfM

Open source Structure-from-Motion pipeline

camconvs

Code for the CVPR paper "CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth"

BoostingMonocularDepth

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

packnet-sfm

TRI-ML Monocular Depth Estimation Repository

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

rlstructures

RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.

faiss_tips

Some useful tips for faiss

nanopq

Pure python implementation of product quantization for nearest neighbor search

slambook-en

The English version of 14 lectures on visual SLAM.