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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/project-agml/agml

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Last synced: 11 Nov 2024

https://github.com/rocm/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.

amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml

Last synced: 07 Nov 2024

https://github.com/li-plus/dsnet

DSNet: A Flexible Detect-to-Summarize Network for Video Summarization

computer-vision detection machine-learning pytorch video-summarization

Last synced: 06 Nov 2024

https://github.com/huybery/visualizingcnn

:see_no_evil:A PyTorch implementation of the paper "Visualizing and Understanding Convolutional Networks." （ECCV 2014)

computer-vision convolutional-neural-networks deeplearning

Last synced: 07 Nov 2024

https://github.com/eric-canas/qreader

Robust and Straight-Forward solution for reading difficult and tricky QR codes within images in Python. Powered by YOLOv8

computer-vision easy-to-use image-processing object-detection pip python pytorch pyzbar qr qrcode qrcode-reader qrcode-scanner yolov8

Last synced: 06 Nov 2024

https://github.com/ROCm/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.

amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml

Last synced: 06 Aug 2024

https://github.com/SurajDonthi/Multi-Camera-Person-Re-Identification

State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.

computer-vision convolutional-neural-networks deep-learning dukemtmc-reid market-1501 mtmct multi-camera-tracking person-reidentification pytorch pytorch-lightning spatial-temporal

Last synced: 28 Oct 2024

https://github.com/trekhleb/links-detector

📖 👆🏻 Links Detector makes printed links clickable via your smartphone camera. No need to type a link in, just scan and click on it.

computer-vision javascript machine-learning object-detection ocr tensorflowjs tesnorflow tesseract typescript

Last synced: 31 Oct 2024

https://github.com/kingyiusuen/clip-image-search

Search images with a text or image query, using Open AI's pretrained CLIP model.

computer-vision deep-learning elasticsearch image-search image-search-engine reverse-image-search search-engine streamlit-webapp

Last synced: 11 Nov 2024

https://github.com/abhitronix/deffcode

A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡

computer-vision cross-platform decoder decoders ffmpeg ffmpeg-decoder framework opencv-python python python3 realtime video video-processing wrapper

Last synced: 14 Oct 2024

https://github.com/RUCAIBox/Negative-Sampling-Paper

This repository collects 100 papers related to negative sampling methods.

computer-vision contrastive-learning negative-sampling paper papers recommender-system

Last synced: 03 Aug 2024

https://github.com/mindee/react-mindee-js

Front-End Computer Vision SDK for React

computer-vision javascript ocr react reactjs sdk

Last synced: 06 Nov 2024

https://github.com/LingDong-/handpose-facemesh-demos

🎥🤟 8 minimalistic templates for tfjs mediapipe handpose and facemesh

computer-vision handpose machine-learning mediapipe networking p5js tensorflowjs threejs

Last synced: 14 Oct 2024

https://github.com/htdt/hyp_metric

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository

computer-vision machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/tobybreckon/python-examples-cv

OpenCV Python Computer Vision Examples used for Teaching

computer-vision opencv python

Last synced: 31 Oct 2024

https://github.com/willbrennan/semanticsegmentation

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

birds bisenet bisenetv2 cats coco computer-vision labelme labelme-annotations pizza pizza-toppings pytorch segmentation semantic-segmentation skin-detection skin-segmentation torchvision

Last synced: 27 Oct 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 05 Nov 2024

https://github.com/CommissarMa/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.

computer-vision crowd-counting deep-learning

Last synced: 08 Nov 2024

https://github.com/jwwangchn/AI-TOD

Official code for "Tiny Object Detection in Aerial Images".

aerial-images computer-vision dataset object-detection

Last synced: 04 Nov 2024

https://github.com/lukasmosser/porousmediagan

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

computer-vision deep-learning generative-adversarial-network image-reconstruction machine-learning porous-media

Last synced: 01 Nov 2024

https://github.com/lacmus-foundation/lacmus

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

computer-vision cv dataset forest hacktoberfest hacktoberfest2020 keras lacmus liza-alert machine-learning ml neural-networks object-detection ods pascal-voc python retina-net

Last synced: 07 Aug 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 12 Aug 2024

https://github.com/Hemmingsson/FacePause

Look Away to Pause Youtube - Experimental Chrome Extension

chrome-extension computer-vision face-detection face-recognition youtube

Last synced: 04 Aug 2024

https://github.com/tensorlayer/DAGAN

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

computer-vision deep-learning generative-adversarial-network mri-reconstruction

Last synced: 30 Oct 2024

https://github.com/idealo/cnn-exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

computer-vision deep-learning explainable-ai interpretable-machine-learning machine-learning neural-network

Last synced: 02 Aug 2024

https://github.com/tensorlayer/dagan

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

computer-vision deep-learning generative-adversarial-network mri-reconstruction

Last synced: 10 Nov 2024

https://github.com/hao-lh/the-books-making-you-better

A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.

bayesian-inference computer-architecture computer-vision deep-learning high-performance-computing linear-algebra machine-learning probabilistic-graphical-models reinforcement-learning statistical-learning

Last synced: 08 Nov 2024

https://github.com/alemart/speedy-vision

GPU-accelerated Computer Vision for JavaScript.

computer-vision gpgpu gpu image-processing linear-algebra machine-vision opencv

Last synced: 09 Nov 2024

https://github.com/kangyeolk/Paint-by-Sketch

Stable Diffusion-based image manipulation method with a sketch and reference image

computer-vision diffusion-models image-editing image-generation image-manipulation pytorch stable-diffusion

Last synced: 31 Oct 2024

https://github.com/ilmonteux/logohunter

Deep learning tool to find brand logos in everyday pictures

computer-vision logo-detection

Last synced: 05 Nov 2024

https://github.com/rubenszimbres/repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

aws-ec2 aws-iot aws-sagemaker coco computer-vision cyclegan ec2-instance generative-adversarial-networks haarcascade iot keras opencv opencv-library opencv3 raspberry-pi raspberry-pi-3 sagemaker tensorflow ubuntucore yolo-model

Last synced: 11 Oct 2024

https://github.com/matajoh/fourier_feature_nets

Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"

computer-graphics computer-vision deep-learning pytorch

Last synced: 31 Oct 2024

https://github.com/willbrennan/skindetector

A Python based skin detection system using OpenCV

computer-vision detection opencv python skin-detection skin-segmentation

Last synced: 27 Oct 2024

https://github.com/abhiTronix/deffcode

A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡

computer-vision cross-platform decoder decoders ffmpeg ffmpeg-decoder framework opencv-python python python3 realtime video video-processing wrapper

Last synced: 04 Aug 2024

https://github.com/Nico31415/Drowning-Detector

Using YOLO object detection, this program will detect if a person is drowning. This project is still a work in progress, so it can only be implemented with a computer's webcam, and doesn't work completely yet.

computer-vision machine-learning python python3 yolov3

Last synced: 25 Oct 2024

https://github.com/nghorbani/moshpp

Motion and Shape Capture from Sparse Markers

computer-vision marker-based mocap solving vicon

Last synced: 09 Nov 2024

https://github.com/cloud-cv/origami

:unlock: :key: :closed_lock_with_key: Origami: Artificial Intelligence as a Service

ai-as-a-service artificial-intelligence computer-vision docker flask machine-learning mongodb python reactjs

Last synced: 09 Nov 2024

https://github.com/nv-tlabs/meta-sim

Meta-Sim: Learning to Generate Synthetic Datasets (ICCV 2019)

computer-vision iccv2019

Last synced: 08 Nov 2024

https://github.com/compvis/brushstroke-parameterized-style-transfer

TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".

computer-vision deep-learning differentiable-rendering style-transfer

Last synced: 05 Nov 2024

https://github.com/mrdbourke/airbnb-amenity-detection

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

airbnb-amenity-detection computer-vision deep-learning detectron2 machine-learning machine-learning-project object-detection

Last synced: 30 Oct 2024

https://github.com/cortictechnology/cep

CEP is a software platform designed for users that want to learn or rapidly prototype using standard A.I. components.

artificial-intelligence computer-vision deep-learning edge-computing iot lego-mindstorms natural-language-processing oak-d opencv raspberry-pi smarthome speech-generation speech-recognition visual-programming

Last synced: 14 Oct 2024

https://github.com/VSainteuf/pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

agriculture computer-vision cvpr cvpr2020 deep-learning earth-observation machine-learning pytorch remote-sensing satellite-image self-attention spatio-temporal time-series-classification transformer-architecture

Last synced: 03 Aug 2024

https://github.com/CompVis/brushstroke-parameterized-style-transfer

TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".

computer-vision deep-learning differentiable-rendering style-transfer

Last synced: 04 Nov 2024

https://github.com/gaiasd/DFireDataset

D-Fire: an image data set for fire and smoke detection.

computer-vision dataset fire-detection smoke-detection yolo

Last synced: 09 Nov 2024

https://github.com/mahmoudnafifi/WB_color_augmenter

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

cnn color-augmentation color-constancy color-correction computer-vision data-augmentation deep-learning deep-neural-network deeplearning iccv19 iccv2019 image-augmentation image-classification semantic-segmentation white-balance whitebalance

Last synced: 03 Aug 2024

https://github.com/uvipen/SSD-pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

computer-vision deep-learning deep-neural-networks deeplearning detection detector neural-networks object-detection pytorch ssd ssdlite

Last synced: 07 Aug 2024

https://github.com/Z-Zheng/ChangeStar

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

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

Last synced: 03 Aug 2024

https://github.com/Imageomics/bioclip

This is the repository for the BioCLIP model and the TreeOfLife-10M dataset [CVPR'24 Oral, Best Student Paper].

clip computer-vision imageomics knowledge-guided-machine-learning taxonomy

Last synced: 05 Nov 2024

https://github.com/lightaime/sgas

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

3d-point-clouds automl bioinformatics computer-vision deep-gcns geometric-deep-learning graph-neural-networks neural-architecture-search

Last synced: 28 Oct 2024

https://github.com/Project-AgML/AgML

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Last synced: 03 Aug 2024

https://github.com/DavexPro/pytorch-pose-estimation

PyTorch Implementation of Realtime Multi-Person Pose Estimation project.

computer-vision cvpr-2017 deep-learning human-pose-estimation python3 pytorch

Last synced: 07 Aug 2024

https://github.com/nvidia/dl4agx

Deep Learning tools and applications for NVIDIA AGX platforms.

autonomous-driving computer-vision cuda deep-learning drive-agx embedded

Last synced: 29 Oct 2024

https://github.com/daddydrac/-deprecated-NVIDIA-GPU-Tensor-Core-Accelerator-PyTorch-OpenCV

Computer vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA 11.8, TensorRT inference accelerator for Tensor cores, CuPy (GPU drop in replacement for Numpy), PyTorch, PyTorch geometric for Graph Neural Networks, TF2, Tensorboard, and OpenCV for accelerated workloads on NVIDIA Tensor cores and GPUs.

computer-vision cupy deep-learning image-processing machine-learning opencv pytorch tensorboard tensorflow2 tensorrt-inference-accelerator vision

Last synced: 06 Nov 2024

https://github.com/gjy3035/gcc-sfcn

This is the official code of spatial FCN in the paper Learning from Synthetic Data for Crowd Counting in the Wild [CVPR2019].

computer-vision crowd-analysis crowd-counting cvpr2019

Last synced: 07 Nov 2024

https://github.com/vsymbol/CUTIE

CUTIE (TensorFlow implementation of Convolutional Universal Text Information Extractor)

computer-vision deep-learning text-extraction

Last synced: 03 Nov 2024

https://github.com/utkarsh-deshmukh/spatially-varying-blur-detection-python

python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017

blur blur-detection blur-detector computer-vision cvpr2017 image-processing image-quality image-quality-assessment python

Last synced: 31 Oct 2024

https://github.com/Julian-Wyatt/AnoDDPM

CVPR Workshop paper - AnoDDPM: Anomaly Detection with Denoising Diffusion Probabilistic Models using Simplex Noise

anomaly-detection computer-vision cvpr ddpm dl medical segmentation

Last synced: 26 Oct 2024

https://github.com/MikeS96/autonomous_landing_uav

ROS packages of the Autonomous landing system of a UAV in Gazebo

computer-vision cpp gazebo mavros python sitl uav

Last synced: 03 Aug 2024

https://github.com/ahundt/grl

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.

atracsys c-plus-plus calibration computer-vision constrained-optimization control driver grl hand-eye-calibration iiwa inverse-kinematics kuka kuka-lbr-iiwa optimization real-time robot robotics ros vrep vrep-plugin

Last synced: 02 Nov 2024

https://github.com/zoeyfyi/tex-match

Search through over 1000 different LaTeX symbols by sketching. A desktop version of detexify.

computer-vision latex rust tex

Last synced: 30 Oct 2024

https://github.com/thebabylonai/babylog

A lightweight logger for machine learning teams to log images and predictions in production.

computer-vision cvops data-science logger logging-library machine-learning ml mlops python python3

Last synced: 31 Oct 2024

https://github.com/sanyam5/arc-pytorch

The first public PyTorch implementation of Attentive Recurrent Comparators

computer-vision deep-learning deep-neural-networks machine-learning pytorch recurrent-neural-networks

Last synced: 07 Aug 2024

https://github.com/ClipsAI/clipsai

Clips AI is an open-source Python library that automatically converts long videos into clips.

computer-vision nlp video-processing

Last synced: 06 Nov 2024

https://github.com/ViCCo-Group/THINGSvision

Python package for extracting representations from state-of-the-art computer vision models

alignment cognitive-science computer-vision deep-learning neural-networks pytorch representations tensorflow

Last synced: 03 Aug 2024

https://github.com/devrimcavusoglu/pybboxes

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

computer-vision deep-learning image-recognition machine-learning numpy python pytorch tensorflow

Last synced: 30 Oct 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 CV-pretrained-model 103 awesome-tensorflow-lite 110 Awesome-Implicit-NeRF-Robotics 183 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 115 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 196 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
Computer vision Categories
Papers 3,620 **Literature and Codes** 1,784 Blogs 1,691 NLP 1,534 fl in top-tier journal 1,270 Conference Papers 1,061 fl in top ml conference and journal 847 Uncategorized 787 Image Classification / Backbone 732 Summary 608 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 🗃️Recent Research 364 Applications and Datasets 342 fl on graph data and graph neural networks 330 :bookmark_tabs: Research Papers 303 Survey 293 Datasets 283