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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/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/ShuweiShao/IEBins

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

computer-vision deep-learning depth-estimation

Last synced: 02 Aug 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: 31 Jul 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: 01 Aug 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: 02 Aug 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/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: 02 Aug 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: 01 Aug 2024

https://github.com/LingDong-/PoseOSC

📹🤸‍♂️🤾‍♀️🤺 PoseNet + OSC: send realtime human pose estimation data to your apps

computer-vision electron machine-learning open-sound-control osc pose-estimation posenet

Last synced: 06 Aug 2024

https://github.com/valillon/FaceMorph

Code to generate a face morphing effect between two faces.

computer-vision dlib face-morphing facial-landmarks neural-networks opencv

Last synced: 03 Aug 2024

https://github.com/Neuraxio/New-Empty-Python-Project-Base

The Perfect Python Project Template. Bored of coding anew the same thing for your new Python projects? Here is what you need. Click below on the "use this template" green button to start using it instantly. Rename the "project" folder and all references to this folder to customize your project name.

base computer-vision library nlp project-template project-templates pypi-package python-library time-series

Last synced: 03 Aug 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: 03 Aug 2024

https://github.com/jeffheaton/mergelife

Evolve complex cellular automata with a genetic algorithm.

cellular-automaton computer-vision genetic-algorithms

Last synced: 03 Aug 2024

https://github.com/telecombcn-dl/2017-persontyle

Applied Deep Learning Workshop London 2017

computer-vision deep-learning nlp

Last synced: 07 Aug 2024

https://github.com/StrayRobots/3d-annotation-tool

A graphical user interface to annotate point clouds and 3D data.

3d-vision bgfx computer-vision cpp detection labeling-tool lidar point-cloud

Last synced: 03 Aug 2024

https://github.com/BMW-InnovationLab/BMW-IntelOpenVINO-Detection-Inference-API

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

computer-vision cpu deeplearning detection-algorithm detection-api docker inference inference-engine neural-network nocode object-detection openvino openvino-model-zoo openvino-toolkit resnet rest-api

Last synced: 01 Aug 2024

https://github.com/ehsanik/dogTorch

Who Let The Dogs Out? Modeling Dog Behavior From Visual Data https://arxiv.org/pdf/1803.10827.pdf

computer-vision dog dog-movements ego-centric-videos imitation-learning modeling-dog recurrent-neural-networks representation-learning

Last synced: 31 Jul 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 Jul 2024

https://github.com/joffman/ros_object_recognition

A framework for ROS-based 2D and 3D object recognition.

computer-vision cplusplus opencv pcl python robotics ros

Last synced: 31 Jul 2024

https://github.com/karisigurd4/DocumentLab

OCR using tesseract, ImageMagick, EmguCV, an advanced query language and a fluent query interface for C#

computer-vision ocr optical-character-recognition query-language text-classifier

Last synced: 01 Aug 2024

https://github.com/upul/CarND-Vehicle-Detection

Vehicle Tracking and Detection Project Submitted for Udacity's CND using Traditional Computer Vision and Machine Learning Techniques.

computer-vision machine-learning object-tracking python-3 self-driving-car

Last synced: 07 Aug 2024

https://github.com/IbrahimSobh/Segmentation

In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Design and train your own segmentor.

computer-vision deep-learning semantic-segmentation

Last synced: 02 Aug 2024

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 10 Aug 2024

https://github.com/JohnBetaCode/Social-Distancing-Analyser

Considering the big change that the world is facing, as well as our lives due to the COVID-19, we provide to people and companies a complete open-source tool to analyze the social distancing for streets, parks, offices, and even crowded places like malls, train stations, and others.

ai anaconda calibration calibration-process computer-vision covid19 deep-learning detection-model extrinsic image-processing intrinsic object-detection opencv opencv4 opensource social-distancing tensorflow yolo yolov4

Last synced: 02 Aug 2024

https://github.com/likyoo/BAN

The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"

change-detection computer-vision deep-learning remote-sensing-image

Last synced: 03 Aug 2024

https://github.com/manila95/BASS-Net

Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification

bass-net computer-vision deep-neural-networks hyperspectral-images landcover-classification

Last synced: 03 Aug 2024

https://github.com/The-AI-Summer/GANs-in-Computer-Vision

GANs in computer vision AI Summer article series

adverserial computer-vision deep-learning gan gans learning

Last synced: 03 Aug 2024

https://github.com/waiwnf/pilotguru

Gather training data for training a self-driving car with just a smartphone.

computer-vision machine-learning slam

Last synced: 02 Aug 2024

https://github.com/LaihoE/did-it-spill

Check if you have training samples in your test set

computer-vision data-science deep-learning pytorch semantic-similarity time-series

Last synced: 02 Aug 2024

https://github.com/10x-Engineers/Infinite-ISP

A camera ISP (image signal processor) pipeline that contains modules with simple to complex algorithms implemented at the application level.

camera-pipeline computer-vision image-processing image-signal-processor isp

Last synced: 03 Aug 2024

https://akshatdave.github.io/pandora/

Official Pytorch implementation of PANDORA: Polarization-Aided Neural Decomposition of Radiance

3d-reconstruction computer-vision inverse-rendering nerf neural-rendering polarization polarization-imaging

Last synced: 02 Aug 2024

https://github.com/tnybny/Frame-level-anomalies-in-videos

Frame level anomaly detection and localization in videos using auto-encoders

autoencoder computer-vision video video-anomaly-detection

Last synced: 01 Aug 2024

https://aibluefisher.github.io/DReg-NeRF/

Official Implementation of our ICCV 2023 paper: "DReg-NeRF: Deep Registration for Neural Radiance Fields"

3d-computer-vision computer-vision nerf registration

Last synced: 31 Jul 2024

https://github.com/Link009/LPEX

Detect vehicles license plate location

alpr computer-vision license-plate-detection

Last synced: 31 Jul 2024

https://github.com/unclearness/vacancy

Vacancy: A Voxel Carving implementation in C++

3d-reconstruction c-plus-plus computer-vision marching-cubes shape-from-silhouette

Last synced: 03 Aug 2024

https://github.com/fregu856/ebms_3dod

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

3d-object-detection computer-vision deep-learning energy-based-model machine-learning object-detection pytorch

Last synced: 31 Jul 2024

https://github.com/KushajveerSingh/resize_network_cv

PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets

computer-vision pytorch pytorch-implementation pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/MinaGhadimiAtigh/hyperbolic_representation_learning

The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022

computer-vision eccv2022 hyperbolic-embeddings tutorial

Last synced: 01 Aug 2024

https://github.com/baiksung/MeTAL

Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)

computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch

Last synced: 03 Aug 2024

https://github.com/saturncloud/dask-pytorch-ddp

dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.

computer-vision dask deep-learning distributed-computing machine-learning nlp pytorch

Last synced: 03 Aug 2024

https://github.com/Masao-Taketani/FOTS_OCR

TensorFlow Implementation of FOTS, Fast Oriented Text Spotting with a Unified Network.

computer-vision deep-learning image-recognition ocr scene-text-recognition tensorflow

Last synced: 01 Aug 2024

https://github.com/balavenkatesh3322/face_unlock

We can lock and unlock our Ubuntu system using face recognition(currently only on Ubuntu).

computer-vision face-recognition lockscreen numpy opencv os python3 security-automation ubuntu

Last synced: 05 Aug 2024

https://github.com/khaledsabry97/Argus

[IEEE Research paper + Project] Real Time Road Accidents Detection System based on crash estimation; a computer vision techniques that detects road accidents and reports them in real-time as well as allowing the monitoring of accidents using a client server architecture and an interactive GUI.

accidents autonomous-vehicles cctv collision collision-estimation computer-vision crash detect detection detects-road-accidents ieee monitoring-tool real-time research-paper road-accidents road-crashes roads traffic-analysis yolo

Last synced: 02 Aug 2024

https://github.com/ibaiGorordo/ONNX-CenterSnap-6D-Pose-and-Shape-Estimation

Python scripts for performing 6D pose estimation and shape reconstruction using the CenterSnap model in ONNX

3d-object-detection 3d-object-reconstruction 6dof-pose azure-kinect computer-vision depthai kinect oak-d onnx onnxruntime onnxruntime-gpu opencv python

Last synced: 31 Jul 2024

https://github.com/aangelopoulos/conformal-risk

Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.

computer-vision conformal conformal-prediction natural-language-processing python pytorch pytorch-implementation uncertainty-estimation uncertainty-quantification

Last synced: 01 Aug 2024

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

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

computer-vision deep-learning image-classification image-retrieval image-segmentation representation-learning

Last synced: 03 Aug 2024

https://github.com/alsora/ros2-tensorflow

ROS2 nodes for computer vision tasks in Tensorflow

computer-vision image-classification image-detection ros2 ros2-tensorflow tensorflow

Last synced: 04 Aug 2024

https://github.com/o-tawab/Video-Pixel-Networks

Video Pixel Networks in Tensorflow

computer-vision video-pixel-network vpn

Last synced: 29 Jul 2024

https://github.com/fidler-lab/efficient-annotation-cookbook

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

annotations computer-vision cvpr2021 simulated-workers

Last synced: 03 Aug 2024

https://github.com/customdiffusion360/custom-diffusion360

CustomDiffusion360: Customizing Text-to-Image Diffusion with Camera Viewpoint Control

camera-pose-control computer-vision customization generative-model pytorch stable-diffusion text-to-image

Last synced: 31 Jul 2024

https://github.com/csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 02 Aug 2024

https://github.com/dsgiitr/adversarial_lab

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

adversarial-attacks computer-vision flask html-css-javascript imagenet machine-learning python pytorch visualization

Last synced: 02 Aug 2024

https://github.com/oke-aditya/quickvision

An Easy To Use PyTorch Computer Vision Library

computer-vision deep-learning pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/philbort/udacity_self_driving_car

Projects from Udacity Self Driving Car Nanodegree

computer-vision deep-learning robotics self-driving-car udacity

Last synced: 07 Aug 2024

https://github.com/yunxiaoshi/pointnet-pytorch

PointNet in PyTorch with comprehensive experiments

computer-vision deep-learning

Last synced: 31 Jul 2024

https://github.com/bhollis/aruco-marker

JavaScript library and custom HTML element for generating Aruco marker images

aruco aruco-marker aruco-markers augmented-reality computer-vision robotics web-components

Last synced: 03 Sep 2024

https://github.com/pyronear/pyro-vision

Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)

computer-vision deep-learning image-classification keypoint-detection object-detection onnx python pytorch wildfire

Last synced: 08 Aug 2024

https://github.com/GPUOpen-ProfessionalCompute-Libraries/rpp

AMD ROCm Performance Primitives (RPP) library is a comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends.

agumentation amd bitwise channel-extract computer-vision contrast cpu gpu hip histogram hpc mivisionx opencl openvx radeon-performance-primitives rocm rpp warp-affine

Last synced: 04 Aug 2024

https://github.com/see2sound/see2sound

Official code for SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Sound

audio-processing computer-vision see-2-sound

Last synced: 03 Aug 2024

https://github.com/ROCm/rpp

AMD ROCm Performance Primitives (RPP) library is a comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends.

agumentation amd bitwise channel-extract computer-vision contrast cpu gpu hip histogram hpc mivisionx opencl openvx radeon-performance-primitives rocm rpp warp-affine

Last synced: 30 Jul 2024

https://github.com/kdmayer/3D-PV-Locator

Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

ai climate-change computer-vision deep-learning deeplabv3 deepsolar inception-v3 network-planning neurips-2020 pv-systems remote-sensing renewable-energy satellite-imagery solar solar-panels

Last synced: 03 Aug 2024

https://github.com/gbourniq/bank-statement-analysis

Flask application generating interactive visualisations from bank statements PDF documents

bank-statement-documents computer-vision docker flask-application machine-learning powerbi sql-database web-application

Last synced: 13 Aug 2024

https://github.com/alladinian/Visionaire

Streamlined, ergonomic APIs around Apple's Vision framework

computer-vision ios macos swift vision

Last synced: 09 Aug 2024

https://github.com/AsRaNi1/live-cctv

To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

cctv cctv-cameras computer-vision convolutional-neural-networks cosine-similarity darknet deep-learning euclidean-distances frame-change-detection image-classification machine-learning motion-detection neural-network object-detection python yolo yolov3

Last synced: 01 Aug 2024

https://github.com/GYXie/visual-search

A toy project for visual search, based on deep learning.

alexnet computer-vision deep-learning tensorflow visual-search

Last synced: 01 Aug 2024

https://github.com/nodamu/sign-language-recogntion

Cross platform sign language translation with mediapipe

computer-vision hand-gesture-recognition mediapipe pipelines

Last synced: 04 Aug 2024

https://github.com/vvvv/VL.OpenCV

A VL wrapper for OpenCVSharp

computer-vision opencv visual-programming vl

Last synced: 18 Aug 2024

https://github.com/pfnet-research/chainer-segnet

SegNet implementation & experiments in Chainer

chainer computer-vision deep-learning segnet semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/sanechips-multimedia/syenet

SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device, in ICCV 2023

computer-vision deep-neural-networks

Last synced: 31 Jul 2024

https://github.com/Mattdl/ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

computer-vision continual-learning datastreaming deep-learning online-learning prototypes representation-learning

Last synced: 03 Aug 2024

https://github.com/fubel/synthehicle

[WACVW 2023] A massive synthetic dataset for 3D multi-target multi-camera tracking and segmentation.

computer-vision object-detection object-tracking

Last synced: 31 Jul 2024

https://github.com/DanAmador/PuppetMotion

Blender plugin used to animate a rig as if it were a puppet with the aid of an external Unity Client which analyzes and sends Leap Motion data

blender blender-addon blender-plugin computer-animation computer-vision leap-motion python real-time unity unity3d websocket

Last synced: 02 Aug 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 477 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 450 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 560 Awesome-FL 1,916 awesome-low-light-image-enhancement 195 CV-pretrained-model 103 awesome-tensorflow-lite 110 Awesome-Implicit-NeRF-Robotics 176 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 awesome-industrial-anomaly-detection 620 Awesome-Image-Colorization 113 awesome-ai-awesomeness 236 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 156 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 195 awesome-multi-task-learning 225 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-Parameter-Efficient-Transfer-Learning 121 awesome-state-of-depth-completion 59 Awesome-Distributed-Deep-Learning 44 awesome-image-alignment-and-stitching 108 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-segment-anything-extensions 120 Awesome-Monocular-3D-detection 93 awesome-robotics-datasets 79 awesome-nerf-editing 370 awesome_computer_science 115
Computer vision Categories
Papers 3,545 **Literature and Codes** 1,790 Conference Papers 1,061 fl in top-tier journal 1,050 Blogs 916 Uncategorized 797 fl in top ml conference and journal 754 Image Classification / Backbone 732 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 🗃️Recent Research 354 Applications and Datasets 344 fl on graph data and graph neural networks 331 fl on tabular data 285 Survey 278 Datasets 278 Deep Learning 273 :bookmark_tabs: Research Papers 268