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Computer vision

Computer vision is an interdisciplinary field that deals with how computers can be made to gain high-level understanding of digital images and videos.

https://github.com/li-plus/seam-carving

A super-fast Python implementation of seam carving algorithm for intelligent image resizing.

computer-graphics computer-vision image-processing image-resizing python seam-carving

Last synced: 06 Nov 2024

https://github.com/Placenote/PlacenoteSDK-iOS

PlacenoteSDK Sample app in native iOS using ARKit, written primarily in Swift

arkit augmented-reality computer-vision ios ios-swift scene-recognition scenekit slam

Last synced: 13 Aug 2024

https://github.com/fasttrackorg/fasttrack

FastTrack is a cross-platform application designed to track multiple objects in video recording.

computer-vision image-processing linux macos opencv opencv4 qt qt6 research science tracking windows

Last synced: 12 Oct 2024

https://github.com/nalepae/bounding-box

Bounding Box is a library to plot pretty bounding boxes with a simple Python API.

bounding-boxes computer-vision python visualization

Last synced: 14 Nov 2024

https://github.com/utkarsh-deshmukh/single-image-dehazing-python

python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization"

airlight-estimation computer-vision defogging fog-removal haze-removal haze-removal-algorithm ieee image-dehazing opencv python single-image-defogging single-image-dehazing

Last synced: 10 Oct 2024

https://github.com/microsoft/orbit-dataset

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

benchmark classification computer-vision dataset few-shot-learning machine-learning meta-learning microsoft object-recognition video

Last synced: 26 Oct 2024

https://github.com/juglab/FourierImageTransformer

Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.

computer-vision image-processing transformer

Last synced: 15 Nov 2024

https://github.com/baidut/PaQ-2-PiQ

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

computer-vision image-processing image-quality image-quality-assessment picture-quality

Last synced: 03 Nov 2024

https://github.com/yoonit-labs/nativescript-yoonit-camera

The most advanced and modern NativeScript Camera module for Android and iOS with a lot of awesome features

android camera camerax-api computer-vision hacktoberfest ios machine-learning mlkit nativescript vuejs-plugin

Last synced: 09 Oct 2024

https://github.com/eveningglow/multitask-CycleGAN

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

computer-vision cyclegan deep-learning gan generative-adversarial-network image-translation pytorch

Last synced: 15 Nov 2024

https://github.com/eora-ai/inferoxy

Service for quick deploying and using dockerized Computer Vision models

computer-vision machine-learning mlops pipelines python

Last synced: 07 Aug 2024

https://github.com/robertwgh/ezSIFT

ezSIFT: An easy-to-use standalone SIFT library written in C/C++

computer-vision cpp feature-detection feature-extraction feature-matching sift sift-algorithm sift-descriptors

Last synced: 14 Nov 2024

https://github.com/jaisayush/Fatigue-Detection-System-Based-On-Behavioural-Characteristics-Of-Driver

A computer vision system made with the help of opencv that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.

anaconda-environment anaconda3 computer-vision cv cv2 drowsiness-detection drowsy-driver-warning-system imutils miniproject numpy opencv opencv-python opencv2 playsound python python3 scipy

Last synced: 07 Nov 2024

https://github.com/aljosaosep/ciwt

This repository contains code for the tracking system as described in ''Combined Image- and World-Space Tracking in Traffic Scenes'', ICRA 2017.

3d-vision autonomous-driving autonomous-vehicles computer-vision multi-object-tracking research research-project stereo-vision tracking

Last synced: 27 Oct 2024

https://github.com/rssr25/computer-vision

Some computer vision projects written using openCV and python.

computer-vision opencv python python27

Last synced: 12 Oct 2024

https://github.com/jaisayush/fatigue-detection-system-based-on-behavioural-characteristics-of-driver

A computer vision system made with the help of opencv that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.

anaconda-environment anaconda3 computer-vision cv cv2 drowsiness-detection drowsy-driver-warning-system imutils miniproject numpy opencv opencv-python opencv2 playsound python python3 scipy

Last synced: 07 Nov 2024

https://github.com/scrubbbbs/cbird

Command-line program for managing a media collection, with focus on Content-Based Image Retrieval (Computer Vision) methods for finding duplicates.

command-line-interface computer-vision content-based-image-retrieval duplicate-detection duplicate-files duplicates ffmpeg opencv qt6 similarity-search

Last synced: 12 Oct 2024

https://github.com/AIVFI/Video-Frame-Interpolation-Rankings-and-Video-Deblurring-Rankings

Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI CtxSyn DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet IQ-VFI JNMR LADDER M2M MA-GCSPA NCM PerVFI PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet Swin-VFI TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIFT VFIMamba VFIT VIDUE VRT

artificial-intelligence computer-vision deblurring deep-learning frame-interpolation interpolation low-level-vision machine-learning motion-blur motion-deblurring ncnn restoration rife tensorrt vapoursynth video-deblurring video-frame-interpolation video-interpolation video-processing video-restoration

Last synced: 20 Oct 2024

https://github.com/amazon-science/exponential-moving-average-normalization

PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482

computer-vision normalization self-supervised-learning semi-supervised-learning

Last synced: 12 Nov 2024

https://github.com/cambridgeltl/visual-spatial-reasoning

[TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.

computer-vision multimodal-deep-learning nlp vision-and-language

Last synced: 04 Nov 2024

https://github.com/ternaus/check_orientation

Model to check if image was rotated by 90, 180, 270 degrees.

computer-vision deep-learning image-classification orientation-detection

Last synced: 27 Oct 2024

https://github.com/gantman/rps_tfjs_demo

Training a Rock Paper Scissors model in the browser via TFJS - Learn along style

computer-vision machine-learning machinelearning react rock-paper-scissors rps tensorflow tensorflow-js tensorflowjs

Last synced: 01 Nov 2024

https://github.com/qdata/lamp

ECML 2019: Graph Neural Networks for Multi-Label Classification

computer-vision graph-attention-networks graph-neural-networks multi-label-classification nlp transformers

Last synced: 12 Nov 2024

https://github.com/distant-viewing/dvt

Distant Viewing Toolkit for the Analysis of Visual Culture

computer-vision cultural-analytics digital-humanities

Last synced: 10 Nov 2024

https://github.com/abcSup/NotEnoughSleepAI

Implementation of the Multi-Task Multi-Sensor Fusion for 3D Object Detection paper by Uber

computer-vision deep-learning neural-networks

Last synced: 27 Oct 2024

https://github.com/datarootsio/tutorial-face-mask-detection

In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

classification computer-vision deep-learning face-mask-detection face-mask-detector facemaskdetection keras opencv python-3 tensorflow tutorial vggface2

Last synced: 14 Nov 2024

https://github.com/sayakpaul/dreambooth-keras

Implementation of DreamBooth in KerasCV and TensorFlow.

computer-vision dreambooth generative-ai keras keras-cv stable-diffusion tensorflow

Last synced: 01 Nov 2024

https://github.com/pollen-robotics/pollen-vision

Simple and unified interface to zero-shot computer vision models curated for robotics use cases.

computer-vision grasping object-detection object-segmentation robotics

Last synced: 06 Nov 2024

https://github.com/dipanjans/adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial-attacks adversarial-learning computer-vision deep-learning python tensorflow

Last synced: 22 Oct 2024

https://github.com/sunset1995/hohonet

"HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features" official pytorch implementation.

360-photo computer-vision cvpr2021 depth-estimation hohonet room-layout semantic-segmentation

Last synced: 11 Nov 2024

https://github.com/nikolasent/road-semantic-segmentation

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

carnd classification computer-vision deep-learning fcn self-driving-car semantic-segmentation tensorflow

Last synced: 22 Oct 2024

https://github.com/cjekel/tindetheus

Build personalized machine learning models for Tinder using Python

classification-model computer-vision database facenet facenet-models machine-learning machinelearning python tinder

Last synced: 31 Oct 2024

https://github.com/kartik4949/tensorpipe

High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.

computer-vision datapipeline tensorflow

Last synced: 27 Oct 2024

https://github.com/pliang279/multiviz

[ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models

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

Last synced: 13 Nov 2024

https://github.com/interdigitalinc/compressai-vision

CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled from custom AI-based modules from CompressAI or traditional codecs such as H.266/VVC.

compression computer-vision deep-learning machine-to-machine-communication pytorch video-compression

Last synced: 14 Nov 2024

https://github.com/l1997i/LiM3D

🔥(CVPR 2023) Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation

complexity computer-vision cvpr cvpr2023 deep-learning lidar point-cloud semantic-segmentation

Last synced: 28 Oct 2024

https://github.com/dmitryryumin/neweraai-papers

The repository provides links to collections of influential and interesting research papers from top AI conferences, with open-source code to promote reproducibility and provide detailed implementation insights beyond the scope of the article. Stay up to date with the latest advances in AI research!

artificial-intelligence computer-vision cvpr deep-learning emnlp icassp iccv image-processing interspeech ismir mashine-learning natural-language-processing neural-networks signal-processing text-classification video-processing

Last synced: 15 Nov 2024

https://github.com/yahoo/graphkit

A lightweight Python module for creating and running ordered graphs of computations.

computer-vision machine-learning python

Last synced: 13 Nov 2024

https://github.com/moygcc/hpcwild

Human Performance Capture from Monocular Video in the Wild (3DV2021)

3d-vision 3dv2021 computer-vision

Last synced: 14 Nov 2024

https://github.com/giulioz/laser-scanning

📷🔦💭 A 3D Scanner using Laser Structured Light, written in Python using OpenCV and NumPy.

3d-reconstruction 3d-scanning computer-vision opencv structured-light

Last synced: 15 Oct 2024

https://github.com/hongyehu/RG-Flow

This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029

computer-vision generative-model hierarchical-models normalizing-flow renormalization-group representation-learning sparse-coding

Last synced: 05 Aug 2024

https://github.com/miteshputhran/image-caption-generator

The LSTM model generates captions for the input images after extracting features from pre-trained VGG-16 model. (Computer Vision, NLP, Deep Learning, Python)

bleu-score caption-generator computer-vision flickr image-captioning jupyter-notebook lstm-model machine-learning natural-language-processing python

Last synced: 08 Nov 2024

https://github.com/thushv89/manning_tf2_in_action

The official code repository for "TensorFlow in Action" by Manning.

computer-vision deep-learning machine-learning nlp notebook python tensorflow tensorflow2 tf tf2

Last synced: 27 Oct 2024

https://github.com/fabioperez/transito-cv

[DEPRECATED] Traffic sign detector and classifier that uses dlib and its implementation of the Felzenszwalb's version of the Histogram of Oriented Gradients (HoG) detector

computer-vision dlib hog traffic-signs

Last synced: 05 Nov 2024

https://github.com/svishnu88/TGS-SaltNet

Kaggle | 21st place solution for TGS Salt Identification Challenge

computer-vision deep-learning fastai kaggle-competition pytorch

Last synced: 07 Aug 2024

https://github.com/s32x/gamedetect

:space_invader: Game Detection API using Tensorflow and Go

computer-vision docker gaming golang tensorflow

Last synced: 08 Nov 2024

https://github.com/visioncortex/visioncortex

Core library for computer graphics & vision applications

computer-graphics computer-vision rust

Last synced: 10 Nov 2024

https://github.com/kitware/dive

Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

annotation computer-vision docker image-annotation machine-learning marine-biology object-detection video video-analytics video-annotation

Last synced: 15 Nov 2024

https://github.com/theos-ai/easy-yolov7

This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with ❤️ by Theos AI.

computer-vision deep-learning machine-learning neural-networks object-detection python pytorch yolov5 yolov7

Last synced: 09 Nov 2024

https://github.com/magamig/duplicate-images-finder

🏞🌉 Find and Delete Duplicate Images / Photos

computer-vision duplicate-images image-recognition lowe sift

Last synced: 06 Nov 2024

https://github.com/Suoivy/LPD-net

LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis, ICCV 2019, Seoul, Korea

computer-vision deep-learning place-recognition point-cloud

Last synced: 28 Oct 2024

https://github.com/astra-vision/LMSCNet

LMSCNet: Lightweight Multiscale 3D Semantic Completion. Roldão, L., de Charette, R., & Verroust-Blondet, A. International Conference on 3D Vision (3DV). 2020

3d-reconstruction computer-vision reconstruction semantickitti

Last synced: 28 Oct 2024

https://github.com/arthur-qiu/FreeTraj

Code for FreeTraj, a tuning-free method for trajectory-controllable video generation

computer-vision diffusion diffusion-models trajectory-control video-generation

Last synced: 31 Oct 2024

https://github.com/marteinn/wagtail-alt-generator

Insert image description and tags with the help of computer vision

computer-vision django wagtail

Last synced: 13 Oct 2024

https://github.com/dailenson/One-DM

Official Code for ECCV 2024 paper — One-Shot Diffusion Mimicker for Handwritten Text Generation

computer-vision deep-learning diffusion-models handwriting-imitator handwritten-text-generation image-generation latent-diffusion pytorch-implementation

Last synced: 11 Sep 2024

https://github.com/drydart/flutter_opencv

OpenCV bindings plugin for Flutter apps [work in progress]

computer-vision dart-library flutter flutter-plugin opencv

Last synced: 03 Aug 2024

https://github.com/sayakpaul/adaptive-gradient-clipping

Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.

colab-notebook computer-vision deep-neural-networks normalization-free-training tensorflow2

Last synced: 22 Oct 2024

https://github.com/ShuweiShao/IEBins

[NeurIPS2023] IEBins: Iterative Elastic Bins for Monocular Depth Estimation

computer-vision deep-learning depth-estimation

Last synced: 13 Nov 2024

https://github.com/hv0905/nekoimagegallery

An AI-powered natural language & reverse Image Search Engine powered by CLIP & qdrant.

clip computer-vision image-search image-search-engine search-engine transformers

Last synced: 14 Nov 2024

https://github.com/bobld/yolov4mlnet

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net

computer-vision csharp dotnet dotnet-core machine-learning ml ml-net neural-network onnx v4 v5 yolo yolov4 yolov5

Last synced: 08 Nov 2024

https://github.com/by-sabbir/headposeestimation

Head Pose Estimation using OpenCV solving PNP.

computer-vision headpose-estimation opencv

Last synced: 09 Nov 2024

https://github.com/BobLd/YOLOv4MLNet

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net

computer-vision csharp dotnet dotnet-core machine-learning ml ml-net neural-network onnx v4 v5 yolo yolov4 yolov5

Last synced: 09 Nov 2024

https://github.com/mukosame/aoda

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

computer-vision cvpr cvpr2021 deep-learning gan gans image-generation image-manipulation image2image open-domain pytorch sketch wacv wacv2022

Last synced: 07 Nov 2024

https://github.com/sahagobinda/GPM

Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

computer-vision continual-learning deep-learning optimizaiton pytorch

Last synced: 15 Nov 2024

https://github.com/jmmanley/vgg-multiple-view-geometry

A set of MATLAB utilities for multiple view geometry, provided alongside Hartley & Zisserman's "Multiple View Geometry in Computer Vision, Second Edition" (2004). Obtained from http://www.robots.ox.ac.uk/~vgg/hzbook/code/.

3d-reconstruction camera-calibration computer-vision multiple-view-geometry

Last synced: 15 Nov 2024

https://github.com/norlab-ulaval/PercepTreeV1

Implementation of Grondin et al. 2022 "Tree Detection and Diameter Estimation Based on Deep Learning". Also includes datasets and some of the pretrained models.

computer-vision datasets forestry

Last synced: 03 Aug 2024

https://github.com/ternaus/angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

computer-vision deep-learning image-segmentation medical-imaging python pytorch

Last synced: 28 Oct 2024

https://github.com/nvidia/nvimagecodec

A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface

computer-vision cpp cuda dali data-processing deep-learning fast-data-pipeline gpu image-processing machine-learning nvidia python pytorch

Last synced: 13 Nov 2024

https://github.com/intel-iot-devkit/smart-retail-analytics

Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.

computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video

Last synced: 05 Nov 2024

Computer vision Awesome Lists
Awesome-pytorch-list 704 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 awesome_3DReconstruction_list 169 awesome-hand-pose-estimation 493 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 451 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 awesome-industrial-anomaly-detection 657 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-FL 2,098 awesome-low-light-image-enhancement 197 Awesome-Implicit-NeRF-Robotics 184 CV-pretrained-model 103 awesome-tensorflow-lite 110 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 116 awesome-ai-awesomeness 236 openstl 43 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 158 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 197 awesome-multi-task-learning 226 awesome-holistic-3d 129 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-photogrammetry 68 awesome-llm-and-aigc 1,134 Awesome-3D-Object-Detection 169 awesome-computer-vision-models 189 awesome-optical-flow 110 Awesome-Parameter-Efficient-Transfer-Learning 121 awesome-state-of-depth-completion 59 Awesome-Distributed-Deep-Learning 44 awesome-image-alignment-and-stitching 108 Awesome-Monocular-3D-detection 93 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-segment-anything-extensions 120 awesome-robotics-datasets 79