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Top 1553 computer-vision open source projects

Deep Learning Interview Book
深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)
Modanet
ModaNet: A large-scale street fashion dataset with polygon annotations
Fcos plus
Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).
Cgnl Network.pytorch
Compact Generalized Non-local Network (NIPS 2018)
Good Papers
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Attentionalpoolingaction
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
Computer Vision Guide
📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.
Awesome Grounding
awesome grounding: A curated list of research papers in visual grounding
Cycleisp
Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
Monoloco
[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing
React Native Opencv Tutorial
👩‍🏫Fully working example of the OpenCV library used together with React Native
Pocketflow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Segmentation
TensorFlow implementation of ENet, trained on the Cityscapes dataset.
Real time object detection and tracking
YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker
Mirnet Tfjs
TensorFlow JS models for MIRNet for low-light image enhancement.
Loss toolbox Pytorch
PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss
Genre Shapehd
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
Skeleton Tracing
A new algorithm for retrieving topological skeleton as a set of polylines from binary images
Adaptive affinity fields
Adaptive Affinity Fields for Semantic Segmentation
Spvnas
[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
Unflow
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Finegan
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Pcn
Code for PCN: Point Completion Network in 3DV'18 (Oral)
Fast Scnn Pytorch
A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network
Covid Chestxray Dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
Watermark Remover
Remove watermark automatically(Just can use for fixed position watermark till now). 自动水印消除算法的实现(目前只支持固定水印位置)。
Bmw Yolov4 Inference Api Gpu
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
Lycon
A minimal and fast image library for Python and C++
Tonav
Implementation of Multi-State Constraint Kalman Filter (MSCKF) for Vision-aided Inertial Navigation. This is my master's thesis.
Fcos
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
Ailearners
机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有:机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战
Wetectron
weakly-supervised object detection platform.
Unsupervised Video
[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web
Structured3d
[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling
Pyconv
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
Reactivision
computer vision framework for tangible interactive surfaces
Flip
Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
Feat
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
Ms G3d
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
Dehazezoo
DehazeZoo for collecting dehazing methods, datasets, and codes.
Fiftyone
The open-source tool for building high-quality datasets and computer vision models
Icevision
End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
3d pose baseline pytorch
A simple baseline for 3d human pose estimation in PyTorch.
Cfbi
The official implementation of Collaborative Video Object Segmentation by Foreground-Background Integration.
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