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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/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: 09 Nov 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/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: 10 Nov 2024

https://github.com/aimagelab/pacscore

Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation. CVPR 2023

captioning captioning-images captioning-videos computer-vision cvpr cvpr2023 vision-and-language

Last synced: 14 Nov 2024

https://github.com/sayakpaul/swin-transformers-tf

Implementation of Swin Transformers in TensorFlow along with converted pre-trained models, code for off-the-shelf classification and fine-tuning.

attention computer-vision hierarchies image-recognition relative-attention swin-transformers tensorflow

Last synced: 09 Nov 2024

https://github.com/zekeriyyaa/maskrcnn-modanet-fashion-segmentation-and-classification

Using modanet fashion dataset, the clothes images were classified under 5 season (summer,winter,spring,autumn,all).

annotati classification computer-vision deep-learning fashion kera maskrcnn modanet model python pytorch season season-classification segmentation

Last synced: 09 Nov 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: 03 Nov 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: 28 Oct 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: 05 Nov 2024

https://github.com/xiaoming-zhao/pointnav-vo

[ICCV 2021] Official implementation of "The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation"

computer-vision deep-learning embodied-ai iccv2021 indoor-navigation visual-odometry

Last synced: 14 Oct 2024

https://github.com/vra/dinov2-retrieval

A cli program of image retrieval using dinov2

ai computer-vision deep-learning dinov2 image-retrieval pytorch

Last synced: 07 Nov 2024

https://github.com/tsarjak/simulate-correct-colorblindness

This Script simulates images based on how people with colorblindness would perceive it naturally. You can also vary the degree of colorblindness for simulating. This script can also be used to correct images, making differenciation of certain colors in an image easier for people with colorblindness.

colorblind colorblind-people colorblindness colorblindness-simulator colour-blind-people colours computer-vision computervision converts correct-colorblindness corrector daltonization-algorithm hsv-shifting-algorithm image image-processing simulate social-cause vision

Last synced: 28 Oct 2024

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

Video Pixel Networks in Tensorflow

computer-vision video-pixel-network vpn

Last synced: 23 Oct 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/tomrunia/pytorchsteerablepyramid

PyTorch implementation of the Complex Steerable Pyramid

batch computer-vision cuda image-processing mkl pyramid pytorch

Last synced: 13 Nov 2024

https://github.com/bagaturchess/chessboardscanner

Java based Chess Board Scanner, which converts 2D chess board image into a machine readable format a.k.a. Forsyth–Edwards Notation (FEN). It uses OpenCV and Deeplearning4j frameworks, complemented with some proprietary algorithms implemented for realizing the goal. It currently supports the chess board and pieces sets of the most common online chess platforms chess.com and lichess.org.

chess chess-board chessboard chessboard-detection computer-vision deeplearning deeplearning4j image-recognition imagerecognition java opencv

Last synced: 14 Nov 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/stephanecharette/darkplate

License plate parsing using Darknet and YOLO

alpr anpr computer-vision darkhelp darknet neural-network opencv vlpr yolo

Last synced: 08 Nov 2024

https://github.com/bailool/placerecognition-loopdetection

Light-weight place recognition and loop detection using road markings

computer-vision cpp11 loop-detection matlab place-recognition road-markings

Last synced: 31 Oct 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/soumik12345/kinect-vision

A computer vision based gesture detection system that automatically detects the number of fingers as a hand gesture and enables you to control simple button pressing games using you hand gestures.

computer-vision gaming gesture-recognition opencv opencv3-python python-3 sign-language-recognition-system

Last synced: 02 Nov 2024

https://github.com/wkentaro/safepicking

SafePicking: Learning Safe Object Extraction via Object-Level Mapping, ICRA 2022

artificial-intelligence computer-vision deep-learning machine-learning reinforcement-learning robotics ros

Last synced: 08 Nov 2024

https://github.com/sayakpaul/ml-bootcamp-launchpad

Contains notebooks prepared for ML Bootcamp organized by Google Developers Launchpad.

ai-platform computer-vision deep-learning google-cloud-platform tensorflow2

Last synced: 22 Oct 2024

https://github.com/pushkalkatara/darknet_ros

Robotics Operating System Package for Yolo v3 based on darknet with optimized tracking using Kalman Filter and Optical Flow.

alexeyab-darknet computer-vision darknet darknet-ros deep-learning kalman-filter object-detection ros yolo

Last synced: 30 Oct 2024

https://github.com/kelvins/lbph

Local Binary Patterns Histograms (LBPH) implementation in Go

computer-vision face-recognition face-recognizer image-processing lbph local-binary-patterns texture-classification

Last synced: 09 Nov 2024

https://github.com/sayakpaul/breast-cancer-detection-using-deep-learning

Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images

class-imbalance computer-vision deep-learning fastai medical-imaging resnet50

Last synced: 09 Nov 2024

https://github.com/bakercp/ofxdlib

An openFrameworks wrapper for dlib. http://dlib.net/

computer-vision deep-learning dlib dnn machine-learning openframeworks

Last synced: 27 Oct 2024

https://github.com/wkentaro/reorientbot

ReorientBot: Learning Object Reorientation for Specific-Posed Placement, ICRA 2022

artificial-intelligence computer-vision deep-learning machine-learning robotics ros

Last synced: 08 Nov 2024

https://github.com/davidstutz/seeds-revised

Implementation of the superpixel algorithm called SEEDS [1].

computer-vision image-processing opencv superpixel-algorithm superpixels

Last synced: 10 Nov 2024

https://github.com/nikolasent/advanced-lane-lines

Udacity Self-Driving Car Engineer Nanodegree. Project: Advanced Lane Finding

carnd computer-vision opencv self-driving-car

Last synced: 22 Oct 2024

https://github.com/sunsided/viola-jones-adaboost

Training a face detection cascade using Adaptive Boosting after Viola and Jones.

adaboost computer-vision face-detection haar-cascade image-processing jupyter-notebook machine-learning python viola-jones

Last synced: 27 Oct 2024

https://github.com/pathak-ashutosh/eye-blink-detection

Detect eye blinks based on eye aspect ratio (EAR) introduced by Soukupová and Čech in their 2016 paper, Real-Time Eye Blink Detection Using Facial Landmarks.

blink-detection-algorithm computer-vision deep-learning eye-detection eye-tracking hog machine-learning svm

Last synced: 08 Nov 2024

https://github.com/cggos/ptam_cg

Modified version of the monocular SLAM framework PTAM

artificial-intelligence computer-vision ptam slam

Last synced: 28 Oct 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: 11 Nov 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: 14 Nov 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: 12 Nov 2024

https://github.com/sayakpaul/knowledge-distillation-in-keras

Demonstrates knowledge distillation for image-based models in Keras.

computer-vision keras knowledge-distillation model-optimization tensorflow

Last synced: 22 Oct 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/oke-aditya/quickvision

An Easy To Use PyTorch Computer Vision Library

computer-vision deep-learning pytorch pytorch-lightning

Last synced: 27 Oct 2024

https://github.com/ieee8023/countception

Count-Ception: Counting by Fully Convolutional Redundant Counting

cell-biology cell-counting computer-vision deep-learning machine-learning

Last synced: 12 Nov 2024

https://github.com/calciferzh/minimal-body

A very simple baseline to estimate 2D & 3D SMPL-compatible keypoints from a single color image.

3d-pose-estimation computer-vision deep-learning

Last synced: 09 Nov 2024

https://github.com/prs-eth/scene-recognition-in-3d

[IROS, 2020] Indoor Scene Recognition in 3D

3dvision computer-vision scene-recognition sparse-convolution

Last synced: 06 Nov 2024

https://github.com/bes-dev/pytorch_clip_bbox

Pytorch based library to rank predicted bounding boxes using text/image user's prompts.

computer-vision deep-learning pytorch

Last synced: 02 Oct 2024

https://github.com/erotemic/shitspotter

An open source algorithm and dataset for finding poop in pictures.

ai computer-vision dogs poop

Last synced: 26 Oct 2024

https://github.com/elucideye/acf

Aggregated Channel Feature object detection in C++ and OpenGL ES 2.0 based on https://github.com/pdollar/toolbox

acf android cmake computer-vision cplusplus cplusplus-11 dollar face-detection hog hunter ios matlab object-detection opencv opengl opengl-es piotr polly simd toolbox

Last synced: 12 Oct 2024

https://github.com/arpita8/awesome-mixture-of-experts-papers

Survey: A collection of AWESOME papers and resources on the latest research in Mixture of Experts.

awesome computer-vision deep-learning large-language-models llm machine-learning mixture-of-experts rec recsys

Last synced: 26 Sep 2024

https://github.com/eric-canas/homography.js

Lightweight, High-Performance and easy-to-use library for performing Affine, Projective or Piecewise Affine transformations over any Image or HTMLElement from only a set of reference points. In Javascript.

2d affine-transformations computer-vision easy-to-use fast homography image-manipulation javascript node-js perspective-transform piecewise-affine projective-transformations warp

Last synced: 13 Oct 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: 08 Nov 2024

https://github.com/achillesrasquinha/spockpy

:fist: :hand: :v: :point_up: 🖖 A Python hand gesture recognition library for Kinetic User Interface (KUI).

computer-vision gesture gesture-recognition-toolkit gesture-recognizer hand-gestures opencv python

Last synced: 13 Nov 2024

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

PointNet in PyTorch with comprehensive experiments

computer-vision deep-learning

Last synced: 28 Oct 2024

https://github.com/andersy005/self-driving-car-nd

Udacity's Self-Driving Car Nanodegree project files and notes.

car computer-vision deep-learning localisation self-driving-car sensor-fusion sensors udacity

Last synced: 22 Oct 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: 27 Oct 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: 25 Oct 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: 14 Nov 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/jackie-chou/mc-cnn-python

a python implementation of MC-CNN

cnn computer-vision python27 stereo-matching tensorflow

Last synced: 12 Oct 2024

https://github.com/sankalp1999/image_captioning_with_attention

CaptionBot : Sequence to Sequence Modelling where Encoder is CNN(Resnet-50) and Decoder is LSTMCell with soft attention mechanism

attention-mechanism computer-vision encoder-decoder flickr8k-dataset pytorch show-attend-and-tell

Last synced: 02 Nov 2024

https://github.com/agentmaker/webai.js

A simple Web AI model deployment tool using JavaScript based on OpenCV.js and ONNXRuntime

ai classification computer-vision detection javascript js node objectdetection onnx onnxruntime onnxruntime-web opencv segmentation web

Last synced: 12 Oct 2024

https://github.com/charmve/semantic-segmentation-pytorch

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

charmve computer-vision deep-learning fcn image-classification image-processing mask-rcnn pytorch pytorch-implementation segnet semantic-segmentation unet-pytorch

Last synced: 28 Oct 2024

https://github.com/mohabmes/otsu-thresholding

Image Processing: Segmentation Using Otsu Threshold Method

computer-vision image-processing otsu otsu-threshold

Last synced: 28 Oct 2024

https://github.com/hellloxiaotian/ctnet

A cross Transformer for image denoising(Information Fusion, 2024)

cnn computer-vision deep-learning deep-neural-networks image-denoising pytorch transformer

Last synced: 11 Nov 2024

https://github.com/alladinian/visionaire

Streamlined, ergonomic APIs around Apple's Vision framework

computer-vision ios macos swift vision

Last synced: 05 Nov 2024

https://github.com/aecins/symseg

SymSeg: Model-Free Object Segmentation in Point Clouds Using the Symmetry Constraint.

computer-vision geometry pointcloud robotics segmentation symmetry

Last synced: 07 Nov 2024

https://github.com/darrenjkt/SEE-MTDA

(RA-L 2022) See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation.

3d-object-detection autonomous-driving computer-vision deep-learning object-detection surface-completion unsupervised-domain-adaptation

Last synced: 28 Oct 2024

https://github.com/cuge1995/cvpr-2020-point-cloud-analysis

CVPR 2020 papers focusing on point cloud analysis

computer-vision cvpr cvpr2020 deep-learning point-cloud

Last synced: 13 Nov 2024

https://github.com/adeelh/pytorch-fpn

PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

computer-vision deep-learning deeplearning efficientnet feature-pyramid-network fpn implementation-of-research-paper machine-learning neural-network pytorch pytorch-fpn pytorch-implementation resnet semantic-segmentation semantic-segmentation-architectures

Last synced: 15 Oct 2024

https://github.com/princeton-vl/packit

Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

computer-vision icml-2020 open-ai-gym unity-ml-agents virtual-environments

Last synced: 09 Nov 2024

https://github.com/jnbraun/bcnn

A minimalist Deep Learning framework for embedded Computer Vision

arm c99 computer-vision convolutional-neural-networks deep-learning edge-ai embedded-vision gpu high-performance

Last synced: 12 Oct 2024

https://github.com/SAP-samples/btp-ai-sustainability-bootcamp

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability

Last synced: 14 Nov 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

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-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 awesome_computer_science 116