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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/alladinian/Visionaire

Streamlined, ergonomic APIs around Apple's Vision framework

computer-vision ios macos swift vision

Last synced: 09 Aug 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/bwconrad/flexivit

PyTorch reimplementation of FlexiViT: One Model for All Patch Sizes

computer-vision pytorch transformer vision-transformer

Last synced: 11 Oct 2024

https://github.com/AsRaNi1/live-cctv

To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

cctv cctv-cameras computer-vision convolutional-neural-networks cosine-similarity darknet deep-learning euclidean-distances frame-change-detection image-classification machine-learning motion-detection neural-network object-detection python yolo yolov3

Last synced: 06 Nov 2024

https://github.com/geoffsmith82/symposium2023

Demonstrates Voice Recognition, Text to Speech, Language Translation, OAuth2, Image Generation, Face Detection and Voice Chatbot. Source code and Documentation for my 2023 ADUG Symposium Talk.

ai artificial-intelligence claude-3-haiku claude-3-opus claude-3-sonnet computer-vision gpt gpt-4 gpt-4o image-to-text oauth2 palm palm2 speech-to-text text-to-image text-to-speech translation voice-recognition websockets

Last synced: 11 Nov 2024

https://github.com/sidgan/whats_in_a_question

CVPR'17 Spotlight: Whatโ€™s in a Question: Using Visual Questions as a Form of Supervision

computer-vision deep-learning deep-neural-networks vqa

Last synced: 02 Nov 2024

https://github.com/wilddima/vodopad

Manage your photographs with the power of deep learning! ๐Ÿ“ท

cli computer-vision deep-learning python

Last synced: 28 Oct 2024

https://github.com/DanAmador/PuppetMotion

Blender plugin used to animate a rig as if it were a puppet with the aid of an external Unity Client which analyzes and sends Leap Motion data

blender blender-addon blender-plugin computer-animation computer-vision leap-motion python real-time unity unity3d websocket

Last synced: 10 Nov 2024

https://github.com/knorth55/chainer-fcis

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

chainer chainercv chainermn computer-vision convolutional-neural-networks deep-learning inference instance-segmentation machine-learning python training

Last synced: 08 Nov 2024

https://github.com/GYXie/visual-search

A toy project for visual search, based on deep learning.

alexnet computer-vision deep-learning tensorflow visual-search

Last synced: 05 Nov 2024

https://github.com/mattdl/continualprototypeevolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

computer-vision continual-learning datastreaming deep-learning online-learning prototypes representation-learning

Last synced: 08 Nov 2024

https://github.com/nodamu/sign-language-recogntion

Cross platform sign language translation with mediapipe

computer-vision hand-gesture-recognition mediapipe pipelines

Last synced: 04 Aug 2024

https://github.com/kevinzakka/torchsdf-fusion

Benchmarking PyTorch variants of TSDF fusion.

computer-vision pytorch robotics tsdf-fusion

Last synced: 28 Oct 2024

https://github.com/sanechips-multimedia/syenet

SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device, in ICCV 2023

computer-vision deep-neural-networks

Last synced: 28 Oct 2024

https://github.com/ethz-asl/autolabel

A project for computing high-quality ground truth training examples for RGB-D data.

computer-vision labeling-tool machine-learning nerf rgb-d robotics

Last synced: 07 Nov 2024

https://github.com/Mattdl/ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

computer-vision continual-learning datastreaming deep-learning online-learning prototypes representation-learning

Last synced: 03 Aug 2024

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

YOLOv8 Target Model plugin for Autodistill

autodistill computer-vision yolov8

Last synced: 08 Nov 2024

https://github.com/cansik/mediapipe-osc

MediaPipe examples which stream their detections over OSC.

computer-vision hand-tracking mediapipe osc pose-estimation

Last synced: 09 Nov 2024

https://github.com/amazon-science/gluonmm

A library of transformer models for computer vision and multi-modality research

computer-vision iccv-2021 multimodality pytorch transformer video

Last synced: 12 Nov 2024

https://github.com/pfnet-research/chainer-segnet

SegNet implementation & experiments in Chainer

chainer computer-vision deep-learning segnet semantic-segmentation

Last synced: 03 Nov 2024

https://github.com/vvvv/VL.OpenCV

A VL wrapper for OpenCVSharp

computer-vision opencv visual-programming vl

Last synced: 18 Aug 2024

https://github.com/fubel/synthehicle

[WACVW 2023] A massive synthetic dataset for 3D multi-target multi-camera tracking and segmentation.

computer-vision object-detection object-tracking

Last synced: 28 Oct 2024

https://github.com/sayakpaul/deit-tf

Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

computer-vision distillation image-recognition imagenet-1k inductive-biases keras tensorflow vision-transformers

Last synced: 22 Oct 2024

https://github.com/sayakpaul/barlow-twins-tf

TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).

computer-vision information-bottleneck-theory representation-learning self-supervised-learning tensorflow2

Last synced: 22 Oct 2024

https://github.com/dnth/timm-flutter-pytorch-lite-blogpost

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

android computer computer-vision dart edge edge-ai edge-computing flutter image-classification pytorch torchscript vision

Last synced: 08 Nov 2024

https://github.com/izhx/tc-youkuvsre

ๅคฉๆฑ 2019้˜ฟ้‡Œๅทดๅทดไผ˜้…ท่ง†้ข‘ๅขžๅผบๅ’Œ่ถ…ๅˆ†่พจ็Ž‡ๆŒ‘ๆˆ˜่ต›่‡ช็”จไปฃ็ ๏ผŒEDVRใ€WDSRใ€ESRGANไธ‰ไธชๆจกๅž‹ใ€‚

computer-vision deep-learning python pytorch single-image-super-resolution super-resolution tianchi video-super-resolution

Last synced: 12 Nov 2024

https://github.com/davidstutz/graph-based-image-segmentation

Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.

computer-vision image-processing image-segmentation opencv superpixel-algorithm superpixels

Last synced: 10 Nov 2024

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/mseitzer/srgan

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

computer-vision deep-learning gan generative-adversarial-network pytorch super-resolution

Last synced: 14 Oct 2024

https://github.com/byronhsu/fegan

Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).

computer-vision deep-learning fisheye gan image-rectification self-supervised-learning unsupervised-learning

Last synced: 27 Oct 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/mop/bier

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

cnn computer-vision embeddings

Last synced: 10 Nov 2024

https://github.com/ternaus/datasouls_antispoof

Code and pre-trained models for detecting spoofing attacks from images.

antispoofing computer-vision deep-learning image-classification liveness-detection neural-network

Last synced: 28 Oct 2024

https://github.com/bgu-cs-vil/deepmcbm

"A Deep Moving-camera Background Model" [Erez, Shapira Weber, and Freifeld, ECCV 2022]

background-estimation computer-vision deep-learning moving-camera pytorch

Last synced: 10 Nov 2024

https://github.com/leggedrobotics/wild_visual_navigation

Wild Visual Navigation: A system for fast traversability learning via pre-trained models and online self-supervision

computer-vision field-robotics legged-robots machine-learning navigation online-learning robot-navigation robotics self-supervised-learning traversability-estimation

Last synced: 12 Nov 2024

https://github.com/bourdakos1/visual-recognition-with-coreml

๐Ÿ•ถ Classify images offline using Watson Visual Recognition and Core ML.

computer-vision coreml ios visual-recognition watson

Last synced: 06 Nov 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: 28 Oct 2024

https://github.com/erogol/net2net

Net2Net implementation on PyTorch for any possible vision layers.

computer-vision deep-learning net2net pytorch

Last synced: 22 Oct 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/JeffWang0325/Image-Identification-for-Self-Driving-Cars

๐Ÿ–๏ธ 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: 09 Nov 2024

https://github.com/meyerls/aruco-estimator

Automatic Scale Factor Estimation of 3D Reconstruction in COLMAP Utilizing Aruco Marker

3d-reconstruction ambiguity-resolver aruco aruco-markers colmap computer-vision ground-control-point opencv python scale-ambiguity

Last synced: 10 Oct 2024

https://github.com/tylerhutcherson/synthetic-images

A synthetic image augmentation library for object detection tasks.

computer-vision data-augmentation image-processing machine-learning python

Last synced: 27 Oct 2024

https://github.com/rahulvigneswaran/tailcalibx

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

cifar100 computer-vision cvpr feature-generation iccv iclr icvgip-2021 iiith iith long-tail long-tail-datasets long-tailed-detection long-tailed-recognition longtail mini-imagenet nvidia python pytorch pytorch-implementation representation-learning

Last synced: 01 Oct 2024

https://github.com/davidstutz/extended-berkeley-segmentation-benchmark

Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].

benchmark computer-vision evaluation image-processing matlab superpixels

Last synced: 10 Nov 2024

https://github.com/imfing/ceiq

:art: Code for "No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement" by J. Yan, J. Li, X. Fu

computer-vision contrast-enhancement image-enhancement image-processing

Last synced: 28 Oct 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: 13 Nov 2024

https://github.com/igorsusmelj/simsiam-cifar10

Code to train the SimSiam model on cifar10 using PyTorch

computer-vision deep-learning machine-learning pytorch self-supervised-learning

Last synced: 07 Nov 2024

https://github.com/anuragranj/humanflow2

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

computer-vision datasets deep-learning optical-flow

Last synced: 05 Nov 2024

https://github.com/suyashb95/leapprojects

Experiments with the Leap Motion API for Python

3d-reconstruction 3d-scanning computer-vision gesture-recognition leap-motion

Last synced: 27 Oct 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: 05 Nov 2024

https://github.com/LTContext/LTContext

[ICCV 2023] How Much Temporal Long-Term Context is Needed for Action Segmentation?

computer-vision deep-learning iccv2023 video-understanding

Last synced: 25 Oct 2024

https://github.com/cvlab-ai/cvlab

CV Lab - Computer Vision Laboratory - a rapid prototyping tool for computer vision algorithms

computer-vision cv-lab image-processing opencv prototyping python visual-programming

Last synced: 13 Oct 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: 28 Oct 2024

https://github.com/ayulockin/dataaugmentationtf

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

augmix computer-vision cutmix cutout data-augmentation deeplearning keras mixup tensorflow2

Last synced: 22 Oct 2024

https://github.com/robmarkcole/hass-sighthound

Beta features for Home Assistant Sighthound integration

computer-vision home-assistant

Last synced: 22 Oct 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: 12 Nov 2024

https://github.com/dalmia/wannapark

Project aimed at presenting a model to find a vacant parking spot in real time and ensure car safety using Deep Learning (Parking spot Classification and Face recognition).

android-development classification computer-vision deep-learning face-recognition machine-learning python supervised-learning

Last synced: 30 Oct 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: 26 Oct 2024

https://github.com/postech-cvlab/instaorder

Instance-wise Occlusion and Depth Orders in Natural Scenes (CVPR 2022)

computer-vision

Last synced: 07 Nov 2024

https://github.com/roboflow/homepage-demo

Build an in-browser model experience like the one on the Roboflow homepage.

computer-vision

Last synced: 13 Nov 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
Computer vision Categories
Papers 3,626 **Literature and Codes** 1,784 Blogs 1,691 NLP 1,546 fl in top-tier journal 1,294 Conference Papers 1,061 fl in top ml conference and journal 847 Uncategorized 787 Image Classification / Backbone 732 Summary 611 Segmentation 490 Detection 449 Video (High-level) 437 Computer Vision 403 ๐Ÿ—ƒ๏ธRecent Research 366 Applications and Datasets 342 fl on graph data and graph neural networks 330 :bookmark_tabs: Research Papers 307 Survey 294 Datasets 283