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Top 2166 computer-vision open source projects

Robotics tools in C++11. Implements soft real time arm drivers for Kuka LBR iiwa plus V-REP, ROS, Constrained Optimization based planning, Hand Eye Calibration and Inverse Kinematics integration.

✭ 105

computer-vision robotics optimization real-time ros driver robot control calibration

Convolutional Network

A convolutional neural network from scratch

✭ 105

python machine-learning computer-vision artificial-intelligence convolutional-networks

Ios ml

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

✭ 1,409

deep-learning machine-learning awesome-list computer-vision neural-network natural-language-processing artificial-intelligence speech-recognition gpgpu

Handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

✭ 1,506

python Starlark tensorflow computer-vision neural-network ssd detector hand-detection hand-detector

Planematch

[ECCV'18 Oral] PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction

✭ 105

python computer-vision deep-neural-networks 3d-reconstruction

Cnstream

CNStream is a streaming framework for building Cambricon machine learning pipelines http://forum.cambricon.com https://gitee.com/SolutionSDK/CNStream

✭ 104

machine-learning computer-vision inference

Chilitags

Robust Fiducial Markers for Augmented Reality And Robotics

✭ 104

computer-vision qrcode augmented-reality

Graphcut

Graph cut image segmentation with custom GUI.

✭ 101

python computer-vision pyqt

Pose Interpreter Networks

Real-Time Object Pose Estimation with Pose Interpreter Networks (IROS 2018)

✭ 104

jupyter-notebook deep-learning pytorch computer-vision artificial-intelligence 3d robotics pose-estimation

Crowd counting from scratch

This is an overview and tutorial about crowd counting. In this repository, you can learn how to estimate number of pedestrians in crowd scenes through computer vision and deep learning.

✭ 102

python deep-learning computer-vision

Wb srgb

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

✭ 101

matlab computer-vision image-processing dataset color datasets

Efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

✭ 1,383

python pytorch computer-vision demo object-detection detection coco pascal-voc

Fast methods

N-Dimensional Fast Methods: Fast Marching, Fast Sweeping, Group Marching, Fast Iterative, etc.

✭ 102

computer-vision algorithm

Opencv Java Tutorials

Source for the OpenCV with Java tutorials

✭ 102

java computer-vision documentation opencv desktop tutorials

Deep Learning Notes

My CS231n lecture notes

✭ 102

deep-learning computer-vision tex neural-network cnn study-notes

Segmentation

Tensorflow implementation : U-net and FCN with global convolution

✭ 101

python tensorflow computer-vision classification segmentation semantic-segmentation kaggle autoencoder unet kaggle-competition fcn fully-convolutional-networks

Pytorch shake shake

A PyTorch implementation of shake-shake

✭ 101

python pytorch computer-vision cifar10

Hass Deepstack Face

Home Assistant custom component for using Deepstack face recognition

✭ 101

jupyter-notebook deep-learning computer-vision home-assistant

Awesome Image Alignment And Stitching

A curated list of awesome resources for image alignment and stitching ...

✭ 101

awesome awesome-list computer-vision alignment

Airbnb Amenity Detection

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

✭ 101

jupyter-notebook deep-learning machine-learning computer-vision object-detection

Awesome Pytorch List Cnversion

Awesome-pytorch-list 翻译工作进行中......

✭ 1,361

python jupyter-notebook deep-learning machine-learning pytorch computer-vision nlp neural-network facebook tutorials papers cv nlp-library utility-library pytorch-tutorials

Comicolorization

This is the implementation of the "Comicolorization: Semi-automatic Manga Colorization"

✭ 99

python deep-learning computer-vision chainer colorization

Curved Lane Lines

detect curved lane lines using HSV filtering and sliding window search.

✭ 100

python jupyter-notebook computer-vision opencv robotics self-driving-car

Mivisionx

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

✭ 100

machine-learning computer-vision neural-network opencl inference virtual-reality onnx

Autoassign

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

✭ 100

python computer-vision object-detection

Caire

Content aware image resize library

✭ 9,783

go shell Makefile machine-learning computer-vision image-processing face-detection edge-detection seam-carving image-resize content-aware-resize content-aware-scaling

D2l En

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

✭ 11,837

python TeX HTML deep-learning machine-learning pytorch tensorflow computer-vision data-science keras natural-language-processing book notebook mxnet kaggle

Antialiased Cnns

pip install antialiased-cnns to improve stability and accuracy

✭ 1,363

python computer-vision artificial-intelligence convolutional-neural-networks

Universal Data Tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

✭ 1,356

javascript hacktoberfest deep-learning machine-learning computer-vision dataset desktop csv classification semantic-segmentation named-entity-recognition image-segmentation image-annotation labeling

Awesome Machine Learning

📖 List of some awesome university courses for Machine Learning! Feel free to contribute!

✭ 99

deep-learning machine-learning computer-vision natural-language-processing

Papers

读过的CV方向的一些论文，图像生成文字、弱监督分割等

✭ 99

computer-vision natural-language-processing cvpr vqa

Atlasnetv2

This repository contains the source codes for the paper AtlasNet V2 - Learning Elementary Structures.

✭ 99

python computer-vision ai 3d

Autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

✭ 99

python deep-learning machine-learning pytorch computer-vision automl automated-machine-learning augmentation

Pytorch Fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

✭ 1,351

python deep-learning pytorch computer-vision semantic-segmentation convolutional-networks fcn

Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

✭ 1,352

python jupyter-notebook deep-learning machine-learning pytorch tensorflow computer-vision neural-network ai 3d dataset augmented-reality 3d-reconstruction

Imghash

Perceptual image hashing for Node.js

✭ 98

javascript computer-vision image-processing webscraping

Exprgan

Facial Expression Editing with Controllable Expression Intensity

✭ 98

python deep-learning tensorflow computer-vision gan image-manipulation image-generation

Neural Light Transport

Code and Data Release for Neural Light Transport (NLT)

✭ 98

python computer-vision computer-graphics

Baidu Dogs

Baidu competition for classifying dogs. More information is provided at http://js.baidu.com

✭ 97

python deep-learning computer-vision competition

Jupyterlab Prodigy

🧬 A JupyterLab extension for annotating data with Prodigy

✭ 97

typescript machine-learning computer-vision nlp data-science natural-language-processing artificial-intelligence jupyter annotation spacy jupyterlab

Driving In The Matrix

Steps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

✭ 96

python computer-vision object-detection autonomous-driving faster-rcnn

R2d2

[ICLR'19] Meta-learning with differentiable closed-form solvers

✭ 96

python deep-learning machine-learning pytorch computer-vision classification meta-learning

Isic2018

ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection

✭ 96

python deep-learning computer-vision

Holocron

PyTorch implementations of recent Computer Vision tricks

✭ 95

python deep-learning pytorch computer-vision yolo resnet darknet

Porousmediagan

Reconstruction of three-dimensional porous media using generative adversarial neural networks

✭ 94

jupyter-notebook deep-learning machine-learning computer-vision generative-adversarial-network

3d Resnets

3D ResNets for Action Recognition

✭ 95

lua deep-learning computer-vision action-recognition torch7

Region Conv

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

✭ 95

deep-learning computer-vision cuda semantic-segmentation

Bdrar

Code for the ECCV 2018 paper "Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection"

✭ 95

python computer-vision deeplearning

Webots

Webots Robot Simulator

✭ 1,324

computer-vision open-source ai robotics simulation ros robot simulator multi-platform autonomous-vehicles 3d-engine physics-engine

Forensic

Copy-move image forgery detection library.

✭ 94

go golang computer-vision image-processing

360sd Net

Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"

✭ 94

python deep-learning pytorch computer-vision deep-neural-networks deeplearning deep-learning-algorithms depth

Neural Api

CAI NEURAL API - Pascal based neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.

✭ 94