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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/jacobgil/pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

computer-vision deep-learning pytorch super-resolution

Last synced: 20 Dec 2024

https://github.com/ibaiGorordo/ONNX-YOLOv7-Object-Detection

Python scripts performing object detection using the YOLOv7 model in ONNX.

computer-vision deep-learning object-detection onnx opencv python yolo yolov7

Last synced: 09 Nov 2024

https://astra-vision.github.io/MaterialPalette/

[CVPR 2024] Official repository of "Material Palette: Extraction of Materials from a Single Real-world Image"

albedo computer-vision cvpr cvpr2024 generative-ai material normal roughness stable-diffusion

Last synced: 30 Oct 2024

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

[CVPR 2024] Official repository of "Material Palette: Extraction of Materials from a Single Real-world Image"

albedo computer-vision cvpr cvpr2024 generative-ai material normal roughness stable-diffusion

Last synced: 30 Oct 2024

https://github.com/manila95/monolayout

MonoLayout: Amodal Scene Layout from a single image

autonomous-driving computer-vision robotic-vision scene-layout

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: 19 Feb 2025

https://github.com/junyanz/facedemo

A simple 3D face alignment and warping demo.

3d-face computer-vision face-swap

Last synced: 02 Jan 2025

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: 20 Dec 2024

https://github.com/MaartenGr/Concept

Concept Modeling: Topic Modeling on Images and Text

computer-vision image-processing nlp topic-modeling

Last synced: 05 Nov 2024

https://github.com/LeapLabTHU/EfficientTrain

1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

computer-vision deep-learning efficient-training machine-learning pytorch

Last synced: 05 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: 17 Feb 2025

https://github.com/olafenwamoses/idenprof

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

ai-systems computer-vision datasets humans idenprof-dataset identifying-people image-classification image-recognition images machine-intelligence machine-learning machine-vision people professionals

Last synced: 18 Feb 2025

https://github.com/krshrimali/no-reference-image-quality-assessment-using-brisque-model

Implementation of the paper "No Reference Image Quality Assessment in the Spatial Domain" by A Mittal et al. in OpenCV (using both C++ and Python)

computer-vision cpp image-processing image-quality image-quality-assessment libsvm machine-learning opencv python svm

Last synced: 19 Dec 2024

https://github.com/Gradiant/pyodi

Python Object Detection Insights

computer-vision deep-learning machine-learning object-detection

Last synced: 05 Nov 2024

https://github.com/OlafenwaMoses/IdenProf

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

ai-systems computer-vision datasets humans idenprof-dataset identifying-people image-classification image-recognition images machine-intelligence machine-learning machine-vision people professionals

Last synced: 15 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: 15 Feb 2025

https://github.com/extreme-assistant/deep-learning-datasets

整理分类深度学习各方向公开数据集

computer-vision deep-learning

Last synced: 18 Jan 2025

https://github.com/lightforever/mlcomp

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research

Last synced: 19 Dec 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: 21 Feb 2025

https://github.com/akshaybhatia10/ComputerVision-Projects

Some simple computer vision implementations using OpenCV

computer-vision opencv python

Last synced: 01 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: 19 Nov 2024

https://github.com/cmsflash/beauty-net

A simple, flexible, and extensible template for PyTorch. It's beautiful.

cnn computer-vision deep-learning image-classification pytorch pytorch-template

Last synced: 10 Nov 2024

https://github.com/shi-labs/self-similarity-grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

computer-vision deep-learning domain-adaptation person-reidentification

Last synced: 19 Dec 2024

https://github.com/SHI-Labs/Self-Similarity-Grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

computer-vision deep-learning domain-adaptation person-reidentification

Last synced: 26 Oct 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: 25 Nov 2024

https://github.com/joeymeyer/raspberryturk

The Raspberry Turk is a robot that can play chess—it's entirely open source, based on Raspberry Pi, and inspired by the 18th century chess playing machine, the Mechanical Turk.

3d-printing chess computer-vision data-science machine-learning raspberry-pi robotics

Last synced: 10 Feb 2025

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: 14 Nov 2024

https://github.com/nianticlabs/depth-hints

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision stereo-matching

Last synced: 20 Dec 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: 25 Jan 2025

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/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: 20 Nov 2024

https://github.com/bat67/pytorch-fcn-easiest-demo

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

cnn computer-vision fcn pytorch pytorch-implementation pytorch-implmention semantic-segmentation

Last synced: 20 Nov 2024

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

Front-End Computer Vision SDK for React

computer-vision javascript ocr react reactjs sdk

Last synced: 14 Feb 2025

https://github.com/htdt/hyp_metric

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

computer-vision machine-learning pytorch

Last synced: 15 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: 22 Nov 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: 16 Nov 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: 17 Nov 2024

https://github.com/seeed-projects/tutorial-of-ai-kit-with-raspberry-pi-from-zero-to-hero

This repository provides a comprehensive step-by-step guide to building AI projects using the Raspberry Pi AI Kit.

clip computer-vision hailo8 instance-segmentation object-detection ollama pose-estimation raspberry-pi

Last synced: 16 Feb 2025

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

OpenCV Python Computer Vision Examples used for Teaching

computer-vision opencv python

Last synced: 19 Feb 2025

https://github.com/pathak22/videoseg

[CVPR 2017] Video motion segmentation and tracking

computer-vision machine-learning video-segmentation

Last synced: 14 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: 19 Dec 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: 02 Dec 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/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/nv-tlabs/meta-sim

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

computer-vision iccv2019

Last synced: 19 Dec 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: 19 Nov 2024

https://github.com/baegwangbin/irondepth

[BMVC 2022] IronDepth: Iterative Refinement of Single-View Depth using Surface Normal and its Uncertainty

3d-reconstruction bmvc2022 computer-vision deep-learning depth-estimation monocular-depth-estimation surface-normal surface-normals uncertainty

Last synced: 19 Dec 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: 19 Feb 2025

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/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/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: 15 Nov 2024

https://github.com/nebulaV/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: 29 Nov 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: 12 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/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: 10 Jan 2025

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: 19 Dec 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

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 495 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 454 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 Awesome-FL 2,323 awesome-industrial-anomaly-detection 723 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-Implicit-NeRF-Robotics 185 CV-pretrained-model 103 awesome-tensorflow-lite 110 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 123 openstl 43 awesome-ai-awesomeness 236 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 159 Awesome-Skeleton-based-Action-Recognition 104 awesome-open-data-centric-ai 56 awesome-6d-object 600 awesome-scene-understanding 197 awesome-multi-task-learning 229 awesome-robotics-3d 106 awesome-holistic-3d 129 awesome-llm-and-aigc 1,358 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-photogrammetry 68 Awesome-3D-Object-Detection 169 awesome-optical-flow 110 awesome-computer-vision-models 189 Awesome-Parameter-Efficient-Transfer-Learning 121 awesome-ai-data-guided-projects 56 awesome-state-of-depth-completion 59 Awesome-Distributed-Deep-Learning 44 awesome-image-alignment-and-stitching 108 awesome_computer_science 116 Awesome-Monocular-3D-detection 97 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67
Computer vision Categories
Papers 3,736 Blogs 1,953 **Literature and Codes** 1,783 NLP 1,733 fl in top-tier journal 1,636 Conference Papers 1,050 fl in top ml conference and journal 847 Uncategorized 803 Image Classification / Backbone 732 Summary 641 Segmentation 490 Detection 449 Video (High-level) 437 🗃️Recent Research 402 Computer Vision 397 :bookmark_tabs: Research Papers 373 Applications and Datasets 341 fl on graph data and graph neural networks 328 Citing 328 Survey 293