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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/angeladai/3DMV

[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

computer-graphics computer-vision deep-learning scene-understanding

Last synced: 01 Aug 2024

https://github.com/jiachens/ModelNet40-C

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness

Last synced: 31 Jul 2024

https://github.com/dmarnerides/pydlt

PyTorch based Deep Learning Toolbox

computer-vision deep-learning pytorch toolbox

Last synced: 03 Aug 2024

https://github.com/rish-16/sight

👁 Sightseer: TensorFlow library for state-of-the-art Computer Vision and Object Detection models

computer-vision object-detection state-of-the-art tensorflow

Last synced: 02 Aug 2024

https://github.com/kwotsin/TensorFlow-Xception

TensorFlow implementation of the Xception Model by François Chollet

computer-vision deep-learning machine-learning tensorflow tensorflow-xception xception-model

Last synced: 31 Jul 2024

https://github.com/baegwangbin/MaGNet

[CVPR 2022 Oral] Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

3d-reconstruction computer-vision cvpr2022 deep-learning depth-estimation multi-view-stereo multiview-geometry multiview-stereo uncertainty uncertainty-estimation

Last synced: 01 Aug 2024

https://github.com/lijx10/DeepI2P

DeepI2P: Image-to-Point Cloud Registration via Deep Classification. CVPR 2021

3d-vision cnn computer-vision deep-learning image-processing localization neural-network point-cloud registration

Last synced: 31 Jul 2024

https://github.com/haofanwang/natural-language-joint-query-search

Search photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.

attention clip computer-vision image-retrieval image-search multi-modal-search unsplash visualizations

Last synced: 01 Aug 2024

https://github.com/kaustubh-sadekar/VirtualCam

Virtual camera is created only using opencv and numpy. It simulates a camera where we can control all its parameters, intrinsic and extrinsic to get a better understanding how each component in the camera projection matrix affects the final image of the object captured by the camera.

camera-calibration camera-control camera-distortion camera-matrix camera-parameters camera-projection-matrix camera-rotation camera-translation computer-graphics computer-vision computer-vision-funamentals extrinsic-parameters fundamentals gui image-formation rendering trackbars transformation-matrix virtual-camera

Last synced: 30 Jul 2024

https://github.com/manila95/monolayout

MonoLayout: Amodal Scene Layout from a single image

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

Last synced: 31 Jul 2024

https://github.com/zae-bayern/elpv-dataset

A dataset of functional and defective solar cells extracted from EL images of solar modules

computer-vision machine-learning photovoltaic solar-cells solar-energy

Last synced: 03 Aug 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: 02 Aug 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: 01 Aug 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: 03 Aug 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: 31 Jul 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: 31 Jul 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: 02 Aug 2024

https://github.com/MaartenGr/Concept

Concept Modeling: Topic Modeling on Images and Text

computer-vision image-processing nlp topic-modeling

Last synced: 01 Aug 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: 30 Jul 2024

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: 01 Aug 2024

https://github.com/Gradiant/pyodi

Python Object Detection Insights

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

Last synced: 01 Aug 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: 31 Jul 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: 04 Aug 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/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: 02 Aug 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/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: 01 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/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: 01 Aug 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/jwwangchn/AI-TOD

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

aerial-images computer-vision dataset object-detection

Last synced: 01 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: 31 Jul 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: 01 Aug 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 Jul 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: 30 Aug 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: 30 Jul 2024

https://github.com/ilmonteux/logohunter

Deep learning tool to find brand logos in everyday pictures

computer-vision logo-detection

Last synced: 01 Aug 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/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/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: 31 Jul 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: 01 Aug 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/vsymbol/CUTIE

CUTIE (TensorFlow implementation of Convolutional Universal Text Information Extractor)

computer-vision deep-learning text-extraction

Last synced: 01 Aug 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: 01 Aug 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/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/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: 30 Jul 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: 02 Aug 2024

https://github.com/LeapLabTHU/Pseudo-Q

[CVPR 2022] Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

computer-vision cvpr2022 deep-learning multimodal-deep-learning pytorch vision-and-language visual-grounding

Last synced: 01 Aug 2024

https://github.com/swarm-lab/Rvision

Basic computer vision library for R

computer-vision opencv r

Last synced: 05 Aug 2024

https://github.com/zekunhao1995/DualSDF

DualSDF: Semantic Shape Manipulation using a Two-Level Representation. CVPR'20

computer-vision machine-learning

Last synced: 31 Jul 2024

https://github.com/allenai/dnw

Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)

computer-vision machine-learning neural-networks

Last synced: 03 Aug 2024

https://github.com/Megvii-BaseDetection/AutoAssign

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

coco-dataset computer-vision object-detection

Last synced: 30 Jul 2024

https://github.com/likojack/bnv_fusion

This repository implements our CVPR2022 paper "BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion"

3d-reconstruction computer-vision

Last synced: 01 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