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Computer Vision

711 projects

Showing 36 of 711 projects

ROSIntegrationVision
ROSIntegrationVisionC++

A UE4 plugin that captures RGB and depth data from the Unreal world and publishes it to ROS.

#unreal-engine-4#ros-integration#unreal-engine
Stars82
Forks35
Last commit3 years ago
Face Data
Face DataSwift

A macOS app that automatically extracts and annotates facial landmarks from videos for GAN training datasets.

#dataset-creation#gans#facial-landmarks
Stars82
Forks9
Last commit5 years ago
Wagtail Alt Generator
Wagtail Alt GeneratorPython

A Wagtail extension that automatically generates image descriptions and tags using computer vision services.

#ai-integration#wagtail#automated-tagging
Stars82
Forks10
Last commit5 years ago
Awesome Video Generation
Awesome Video Generation

A curated list of 257+ research papers on video generation, representation learning, and related topics like reinforcement learning.

#literature-review#temporal-modeling#research-papers
Stars82
Forks7
Last commit6 years ago
[Web]
[Web]C++

A pre-release Caffe branch for fully convolutional networks (FCNs), now deprecated with features merged into Caffe master.

#deep-learning#neural-networks#caffe-framework
Stars81
Forks43
Last commit9 years ago
Awesome Machine Learning in Biomedical(Healthcare) Imaging
Awesome Machine Learning in Biomedical(Healthcare) Imaging

A curated collection of resources for applying machine learning to biomedical and healthcare imaging applications.

#educational-resources#open-science#research-tools
Stars81
Forks14
Last commit6 years ago
Unsupervised Object Counting
Unsupervised Object CountingPython

A TensorFlow implementation of Attend, Infer, Repeat (AIR), a generative model for fast scene understanding by reconstructing objects sequentially.

#attend-infer-repeat#attention#deep-learning
Stars80
Forks20
Last commit
EBImage
EBImageR

An R package for image processing and analysis with a focus on microscopy and biological imaging.

#image-analysis#r-package#bioconductor
Stars77
Forks29
Last commit1 year ago
Lectures
Lectures

A university course covering practical 3D reconstruction from images using OpenCV and Python, with project-based learning.

#opencv#3d-reconstruction#git
Stars75
Forks13
Last commit11 years ago
CS 378
CS 378

A university course syllabus and materials for a project-based class on practical 3D reconstruction using computer vision.

#opencv#education#3d-reconstruction
Stars75
Forks13
Last commit11 years ago
SplineDist
SplineDistJupyter Notebook

A machine learning framework for automated cell segmentation in bioimages using parametric spline curves.

#bioimage-analysis#microscopy#instance-segmentation
Stars74
Forks14
Last commit1 year ago
Pluto
PlutoCrystal

A fast and convenient image processing library for the Crystal language.

#stumpycore#png#image-formats
Stars74
Forks6
Last commit1 year ago
facecap
facecapJavaScript

A web-based 3D face capture tool using Babylon.js and Mediapipe to generate face meshes from webcam input.

#mediapipe#3d-modeling#webgl
Stars73
Forks16
Last commit3 years ago
im2im
im2imPython

An implementation of unsupervised image-to-image translation using Generative Adversarial Networks (GANs).

#image-to-image#image-translation#tensorlayer
Stars72
Forks16
Last commit6 years ago
DeepMushroom
DeepMushroomGo

A fungal image classification project using ResNet to identify mushroom species from citizen science and expert sources.

#fast-ai#citizen-science#resnet
Stars71
Forks12
Last commit6 years ago
dream-creator
dream-creatorPython

A PyTorch-based tool for training custom DeepDream models using GoogleNet and custom image datasets.

#model-training#neural-networks#pytorch-deepdream
Stars70
Forks6
Last commit4 years ago
libvips
libvipsC

A demand-driven, horizontally threaded image processing library optimized for speed and low memory usage.

#c-library#open-source#high-performance
Stars70
Forks5
Last commit5 years ago
common-cv
common-cvCommon Lisp

OpenCV binding library for Common Lisp, compatible with OpenCV 2.4 and 3.x.

#binding-library#opencv#cvblob
Stars70
Forks9
Last commit8 years ago
CAPTCHA
CAPTCHAPython

A TensorFlow-based convolutional neural network for recognizing four-digit CAPTCHA images.

#deep-learning#captcha-recognition#tensorflow
Stars69
Forks24
Last commit8 years ago
go-sdk
go-sdkGo

Go SDK for interacting with IBM Watson AI services, providing authentication, API clients, and utilities.

#hacktoberfest#cloud-services#go-sdk
Stars67
Forks22
Last commit1 year ago
zed-ros2-examples
zed-ros2-examplesC++

Examples and tutorials for using ZED cameras with ROS 2, including visualization, multi-camera setups, and robot integration.

#robotics#examples#ros2
Stars66
Forks47
Last commit1 month ago
open-solution-ship-detection
open-solution-ship-detectionPython

An open-source solution for the Airbus Ship Detection Challenge, providing a benchmark and base for ship detection in satellite imagery.

#unet-image-segmentation#data-science#deep-learning
Stars65
Forks23
Last commit
ros_ncnn
ros_ncnnC++

A ROS wrapper for the NCNN neural inference framework, enabling real-time neural network inference on robotic systems.

#robotics#vulkan#pose-estimation
Stars65
Forks18
Last commit5 years ago
Kaggle Dogs vs. Cats
Kaggle Dogs vs. CatsPython

Code for the Kaggle Dogs vs. Cats image classification competition using deep learning.

#deep-learning#kaggle-competition#keras
Stars65
Forks42
Last commit5 years ago
max-human-pose-estimator
max-human-pose-estimatorC++

Detects humans in images and estimates their poses by identifying body parts and connecting them with pose lines.

#image-analysis#pose-estimation#machine-learning-models
Stars64
Forks30
Last commit
modelzoo
modelzooPython

A curated collection of machine-learned models for autonomous driving tasks like perception, prediction, and planning.

#autonomous-driving#perception#tvm
Stars63
Forks22
Last commit3 years ago
ros2-tensorflow
ros2-tensorflowPython

ROS2 nodes for performing computer vision inference using TensorFlow models, enabling object detection and image classification in robotics.

#robotics#opencv#ros2
Stars62
Forks14
Last commit3 years ago
imago
imagoCommon Lisp

A Common Lisp library for reading, writing, and manipulating images in multiple formats with various effects and transformations.

#png#drawing#image-formats
Stars59
Forks10
Last commit1 month ago
Tensorflow-lite-kotlin-samples
Tensorflow-lite-kotlin-samplesKotlin

Kotlin implementations of TensorFlow Lite example Android apps for on-device machine learning.

#hacktoberfest#tensorflow-examples#on-device-ai
Stars59
Forks11
Last commit
Awesome Neuron Segmentation in EM Images
Awesome Neuron Segmentation in EM Images

A curated list of academic papers, datasets, and metrics for 3D neurite segmentation in electron microscopy connectomics.

#neuroscience#3d-segmentation#electron-microscopy
Stars59
Forks10
Last commit2 years ago
MaleX
MaleXHTML

A curated dataset of 1,044,394 Windows executable samples with frequency-domain image representations for malware detection research.

#malware-dataset#deep-learning#cybersecurity-research
Stars57
Forks8
Last commit6 months ago
Highway Network
Highway NetworkPython

A TensorFlow implementation of convolutional highway networks for deep learning experiments.

#deep-learning#neural-networks#research-tools
Stars56
Forks20
Last commit10 years ago
Cognitive Service APIs
Cognitive Service APIsSwift

Interactive Swift Playgrounds for iPad demonstrating Microsoft Cognitive Services APIs and CoreML through fun coding scenarios.

#ai-integration#educational#coreml
Stars56
Forks5
Last commit8 years ago
Blob
Blob

A linear-time component-labeling algorithm implementation using contour tracing technique for image processing.

#algorithm#c-plus-plus#binary-images
Stars56
Forks9
Last commit1 year ago
AirPose
AirPosePython

A multi-view fusion network for aerial 3D human pose and shape estimation using autonomous UAVs with on-board RGB cameras.

#3d-human-pose-estimation#aerial-perception#pose-estimation
Stars55
Forks5
Last commit4 years ago
clarifai
clarifaiGo

A deprecated Go client library for the Clarifai v1 API, enabling image tagging and feedback functionality.

#v1-api#go-client#deprecated
Stars55
Forks14
Last commit1 year ago
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