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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/jinhseo/OD-WSCL

[ECCV2022] Official Pytorch Implementation of Object Discovery via Contrastive Learning for Weakly Supervised Object Detection

computer-vision object-detection weakly-supervised-object-detection

Last synced: 03 Aug 2024

https://github.com/autodistill/autodistill-yolov8

YOLOv8 Target Model plugin for Autodistill

autodistill computer-vision yolov8

Last synced: 31 Jul 2024

https://github.com/mop/bier

Cleaned up reference implementation of BIER: Boosting Independent Embeddings Robustly.

cnn computer-vision embeddings

Last synced: 02 Aug 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: 03 Aug 2024

https://github.com/blakechi/ComVEX

Implementations of Recent Papers in Computer Vision

computer-vision einop pytorch transformer

Last synced: 03 Aug 2024

https://github.com/juhongm999/dhpf

Official PyTorch Implementation of Dynamic Hyperpixel Flow, ECCV 2020

computer-vision

Last synced: 03 Aug 2024

https://github.com/uranus4ever/Advanced-Lane-Detection

Camera Calibration; Distortion Correction; Perspective transform ("bird-eye view"); Compute curvature and vehicle position.

camera-calibration computer-vision lane-curvature lane-detection perspective-transformation

Last synced: 31 Jul 2024

https://github.com/Correr-Zhou/SPML-AckTheUnknown

[ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".

computer-vision deep-learning eccv2022 machine-learning multi-label-image-classification multi-label-learning weakly-supervised-learning

Last synced: 01 Aug 2024

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 02 Aug 2024

https://github.com/lorenmt/vsl

The implementation of "Learning a Hierarchical Latent-Variable Model of 3D Shapes" [3DV 2018].

3d-shapes computer-vision generative-model image-reconstruction

Last synced: 31 Jul 2024

https://github.com/tomasz-lewicki/fire-detect-nn

Wildfire Detection with Deep Neural Networks

computer-vision deep-learning fire fire-detection neural-networks

Last synced: 02 Aug 2024

https://github.com/adriacabeza/Human-Extractor

:bust_in_silhouette: Cutting people out automatically using Image translation's architecture Pix2Pix

adversarial-machine-learning computer-vision gan google-colab pix2pix pix2pix-tensorflow python retodotcsv2080super tensorflow tensorflow-2

Last synced: 30 Jul 2024

https://github.com/kozodoi/Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

cassava cnn computer-vision deep-learning image-classification kaggle pytorch stacking vision-transformer

Last synced: 03 Aug 2024

https://github.com/EvgenyNekrasov/gpod

GPOD - General Purpose Object Detector in Python

computer-vision detector machine-learning python

Last synced: 07 Aug 2024

https://github.com/upul/CarND-Advanced-Lane-Lines

Fourth Project of the Udacity Self-Driving Car Nanodegree Program

computer-vision lane-finding opencv python-3 self-driving-car

Last synced: 07 Aug 2024

https://github.com/ahmedbesbes/dataset-builder

A script to help you quickly build custom computer vision datasets

classification computer-vision dataset-creation detection segmentation selenium

Last synced: 03 Aug 2024

https://github.com/leocvml/CycleGAN-gluon-mxnet

this repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation

computer-graphics computer-vision cyclegan gan generative-adversarial-network gluon iccv-2017 mxnet

Last synced: 01 Aug 2024

https://github.com/YaleDHLab/neural-neighbors

A simple web application for browsing similar images

computer-vision image-processing visual-similarity-search web-app

Last synced: 01 Aug 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 02 Aug 2024

https://github.com/Lyken17/mxbox

Simple, efficient and flexible vision toolbox for mxnet framework.

computer-vision computer-vision-tools deep-learning mxnet

Last synced: 01 Aug 2024

https://github.com/bupt-ai-cz/PGDF

Sample Prior Guided Robust Model Learning to Suppress Noisy Labels

computer-vision deep-learning image-classification noisy-labels

Last synced: 01 Aug 2024

https://github.com/adriacabeza/Yello

:helicopter: This repository contains a project that combines DJI Tello drone and Deep Learning (Tiny Yolo).

computer-vision darkflow darknet deep-learning docker drone object-detection python tello tellodrone tinyyolo yolo

Last synced: 30 Jul 2024

https://github.com/Azure/Azure-Orbital-Analytics-Samples

Sample solution that demonstrates how to deploy and analyze spaceborne data using Azure Synapse Analytics

azure-batch azure-storage cognitive-services computer-vision geospatial spaceborne synapse-analytics

Last synced: 01 Aug 2024

https://github.com/Angzz/fcos-gluon-cv

FCOS: Fully Convolutional One-Stage Object Detection

computer-vision fcos gluon-cv object-detection

Last synced: 01 Aug 2024

https://github.com/ActiveVisionLab/gaussctrl

[ECCV 2024] GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing

3d 3d-editing computer-vision diffusion-models eccv2024 gaussian-splatting pytorch

Last synced: 03 Aug 2024

https://github.com/Vatsalparsaniya/Social-Distance-Surveillance

Computer Vision and AI to detect if people are at a specific distance and adhere to social distancing or not.

computer-vision euclidean-distances object-detection social-distance-monitoring social-distancing yolov3 yolov3-tiny

Last synced: 31 Jul 2024

https://github.com/l1997i/DurLAR

(3DV 2021) A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications

3dvision autonomous-driving autonomous-vehicles computer-vision dataset depth-estimation durham durlar kitti lidar point-cloud robotics

Last synced: 03 Aug 2024

https://github.com/JustinShenk/party-pi

Computer vision emotion :stuck_out_tongue_winking_eye: detection game in Flask with TensorFlow backend.

computer-vision emotion opencv party-apps python

Last synced: 01 Aug 2024

https://github.com/Orion-AI-Lab/KuroSiwo

Code and data for Kuro Siwo flood mapping dataset

computer-vision flood remote-sensing sar synthetic-aperture-radar

Last synced: 08 Aug 2024

https://github.com/ExplainableML/ACVC

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

computer-vision cvpr cvpr2022 cvprw cvprw2022 data-augmentation deep-learning domain-generalization l3d-ivu machine-learning pytorch single-source-domain-generalization

Last synced: 03 Aug 2024

https://github.com/brenopolanski/aiEyes

:robot: :eye: Describes photos using audio for Blind and Visually-Impaired Users

angular4 azure blindness cognitive-services computer-vision google-translate ionic-apps ionic3 typescript

Last synced: 01 Aug 2024

https://github.com/rasbt/comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment

ai computer-vision deep-learning pytorch

Last synced: 02 Aug 2024

https://github.com/verifid/mocr

Meaningful Optical Character Recognition from identity cards with Deep Learning.

cards computer-vision deep-learning face-detection identity opencv optical-character-recognition tessaract

Last synced: 12 Aug 2024

https://github.com/C4dynamics/C4dynamics

The Python Framework for Motion Estimation and Control Engineers

algorithms computer-vision dynamics guidance kalman motion-planning navigation python slam

Last synced: 01 Aug 2024

https://github.com/denadai2/google_street_view_deep_neural

Deep Neural Network model to predict security perception from Google Street View images. Model based on AlexNet CNNs

computational-social-science computer-vision data-science deep-learning urban-planning urban-science

Last synced: 31 Jul 2024

https://github.com/shiyuanh/TANE

Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"

computer-vision cvpr2022 few-shot few-shot-open-set-recognition meta-learning

Last synced: 03 Aug 2024

https://github.com/autodistill/autodistill-gpt-4v

GPT-4V(ision) module for use with Autodistill.

autodistill computer-vision gpt-4 gpt-4v object-detection

Last synced: 31 Jul 2024

https://github.com/strasdat/vviz

Rapid prototyping GUI, and visual printf-style debugging for computer vision development.

2d 3d computer-vision graphics gui rust vision

Last synced: 03 Aug 2024

https://github.com/icoxfog417/mlimages

prepare the image data set for machine learning

computer-vision machine-learning

Last synced: 04 Aug 2024

https://github.com/mv-lab/ViT-FGVC8

"Exploring Vision Transformers for Fine-grained Classification" at CVPRW FGVC8

computer-vision cub200-2011 cvpr deep-learning fgvc fine-grained-classification stanford-dogs-dataset transformers vit

Last synced: 01 Aug 2024

https://github.com/ankit1khare/Easy_street_parking_with_MASK-RCNN

A prototype that can be worked into a full-fledge real-time parking management app. Park_clever notebook contains the latest code.

colab-notebook colaboratory computer-vision mask-rcnn opencv-python opencv3 parking-automation parking-management parking-spots street-parking

Last synced: 07 Aug 2024

https://github.com/feyzaakyurek/subspace-reg

Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification

class-incremental-learning computer-vision continual-learning few-shot-learning image-classification incremental-learning machine-learning subspace-learning

Last synced: 03 Aug 2024

https://github.com/tsaishien-chen/SPAN

Semantics-guided Part Attention Network (ECCV 2020 Oral)

computer-vision eccv2020 pytorch-implementation span vehicle-reidentification veri-776

Last synced: 01 Aug 2024

https://github.com/kadirnar/yolov7-pip

This repo is a packaged version of the Yolov7 model.

computer-vision object-detection yolov7

Last synced: 02 Aug 2024

https://github.com/quickgrid/ai-resources

Research Paper Summaries, Setup & Performance Notes, Resource Links on AI, Deep Learning, NLP, Computer Vision for my learning.

ai ai-notes ai-research blender computer-vision deep-learning nlp paper-summaries papers research-paper research-paper-summaries

Last synced: 07 Aug 2024

https://github.com/quickgrid/AI-Resources

Research Paper Summaries, Setup & Performance Notes, Resource Links on AI, Deep Learning, NLP, Computer Vision for my learning.

ai ai-notes ai-research blender computer-vision deep-learning nlp paper-summaries papers research-paper research-paper-summaries

Last synced: 01 Aug 2024

https://github.com/victorca25/augmennt

Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.

anisotropic bsrgan computer-vision data-augmentation deblur denoise image-processing opencv pytorch real-esrgan super-resolution superpixels unprocessing-images

Last synced: 03 Aug 2024

https://github.com/Sukhdip-Sandhu/Automatic-Watermark-Removal

Python computer vision project that aims to automatically remove the watermarks of stock images. The algorithm is designed off of those of Google researchers

algorithm computer-vision google python

Last synced: 01 Aug 2024

https://github.com/ktaletsk/NCCV

Short course on computer vision and image processing using Numba+CUDA+OpenCV

computer-vision cuda jupyter-notebook numba

Last synced: 03 Aug 2024

https://github.com/chunbolang/HPA

Official PyTorch Implementation of Holistic Prototype Activation for Few-Shot Segmentation (TPAMI'22).

computer-vision few-shot-segmentation

Last synced: 03 Aug 2024

https://github.com/verifid/facereg

Python module for face recognition with OpenCV and Deep Learning.

cnn-for-visual-recognition computer-vision deep-learning face-recognition hog-features opencv

Last synced: 12 Aug 2024

https://github.com/xN1ckuz/Crosswalks-Detection-using-YOLO

Crosswalks Detection using YOLO, project for Computer Vision and Machine Perception course at University of Basilicata, Computer Science and Engineering.

computer-vision convolutional-neural-networks crosswalk-detection crosswalks deep-learning detection-model neural-networks object-detection onnx onnx-models opencv pytorch yolo

Last synced: 02 Aug 2024

https://github.com/acannistra/planet-snowcover

Can we use Planet high-resolution imagery and machine learning to assess snow cover?

cloud-native computer-vision planet-labs

Last synced: 03 Aug 2024

https://github.com/alitabet/morton-net

PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.

computer-vision deep-learning mortonnet point-cloud pytorch s3dis segmentation self-supervised-learning shapenet vkitti

Last synced: 31 Jul 2024

https://github.com/Tqualizer/Directional-object-tracking-with-TFLite-and-Edge-TPU

Track how multiple objects of type(s) you specify are moving through the field of vision.

computer-vision object-detection object-tracking tensorflow tflite tpu-acceleration

Last synced: 01 Aug 2024

https://github.com/e-candeloro/SAURUSS-Autonomous-Drone-Surveillance

An autonomous drone and sensor based surveillance system that use a Tello Drone, an Arduino, a Raspberry Pi and an Android smartphone.

3d android-app arduino aruco-markers autonomous-drone autonomous-vehicles c-language computer-vision drone finite-state-machine intrusion-detection iot java opencv python surveillance telegram tellodrone yolo

Last synced: 02 Aug 2024

https://github.com/alvinwan/squeezeDetMX

squeezeDet for object detection port to MXNet

computer-vision deep-learning kitti-dataset mobile object-detection squeezedet

Last synced: 01 Aug 2024

https://github.com/tsen-dev/face-cropper

Crop out (and optionally remove background and correct roll of) faces in an image. Implements a custom pipeline using Mediapipe's FaceDetection and FaceMesh networks

computer-vision face-cropper face-segmentation face-segmenter mediapipe opencv python

Last synced: 01 Aug 2024

https://zvict.github.io/papr/

Original reference implementation of "PAPR: Proximity Attention Point Rendering"

3d-reconstruction computer-graphics computer-vision novel-view-synthesis

Last synced: 31 Jul 2024

https://github.com/CVIR/CoMix

This repository contains the official implementation of CoMix (NeurIPS 2021) https://arxiv.org/pdf/2110.15128.pdf.

action-recognition computer-vision contrastive-learning domain-adaptation

Last synced: 23 Aug 2024

https://github.com/BrunoTh/ETS2AutopilotV2

Version 2 of the ETS2Autopilot

autopilot computer-vision

Last synced: 02 Aug 2024

https://github.com/matlab-deep-learning/Pretrained-YOLOv8-Network-For-Object-Detection

YOLO v8 inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks

computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolov8

Last synced: 03 Aug 2024

https://github.com/sujanshresstha/YOLO-NAS_DeepSORT

This repository contains code for object tracking in videos using the YOLO-NAS object detection model and the DeepSORT algorithm.

computer-vision object-tracking tracking yolo yolo-nas

Last synced: 02 Aug 2024

https://github.com/davanstrien/flyswot

Command Line Interface for running 🤗 Transformers Image Classification locally

cli command-line-tool computer-vision glam huggingface-transformers image-classification python

Last synced: 03 Aug 2024

https://github.com/ArkaJU/Image-Colorization-CycleGAN

Colorization of grayscale images using CycleGAN in TensorFlow.

computer-vision cyclegan deep-learning generative-adversarial-network image-colorization

Last synced: 03 Aug 2024

https://github.com/srvCodes/continual_learning_with_vit

Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"

computer-vision continual-learning cvpr2022 incremental-learning transformers vision-transformer

Last synced: 03 Aug 2024

https://github.com/CoderHam/VideoSimilarity

Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search

computer-vision deep-learning images similarity-search videos

Last synced: 01 Aug 2024

https://github.com/2vin/PyYAT

Semi-Automatic Yolo Annotation Tool In Python

annotation-tool computer-vision deeplearning yolo

Last synced: 02 Aug 2024

https://github.com/maple-research-lab/CaCo

CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning

caco computer-vision contrastive-learning representation-learning self-supervised-learning unsupervised-learning

Last synced: 02 Aug 2024

https://github.com/Avinash2468/RackLay

RackLay: Monocular Multi-Layered Layout Estimation for Warehouses with Sim2Real Transfer

computer-vision dataset estimation multi-layer robotic-vision robotics scene-layout

Last synced: 31 Jul 2024

https://github.com/OMEGAMAX10/Face-Mask-Detection-Using-YOLOv4

Because of the COVID-19 pandemic of 2020, more and more people are concerned with protecting themselves using masks, thus the need of software capable of monitoring whether the people are wearing masks or not. That is why I created a Python application using OpenCV (with CUDA support) based on the YOLOv4 algorithm, capable of monitoring the safety level of a space with video surveillance.

computer-vision covid-19 cuda cuda-support face-mask-detection gui gui-application masks monitoring opencv pyqt5 python safety-level video-surveillance wearing-masks yolov4 yolov4-algorithm

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 3,558 **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