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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/lijx10/SO-Net

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

3d autonomous-driving computer-vision cvpr deep-learning point-cloud

Last synced: 31 Jul 2024

https://github.com/ekzhang/fastseg

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

aspp cityscapes computer-vision deep-learning deeplabv3 edge-computing efficientnet kitti-dataset mapillary-vistas-dataset mobilenetv3 pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/sunglok/awesome-robotics-datasets

A collection of useful datasets for robotics and computer vision

computer-vision dataset robotics

Last synced: 04 Aug 2024

https://github.com/karayaman/Play-online-chess-with-real-chess-board

Program that enables you to play online chess using real chess boards.

chess computer-vision

Last synced: 03 Aug 2024

https://github.com/clovaai/assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

computer-vision convolutional-neural-networks deep-learning food-101 image-classification imagenet inference-throughput mce robustness tensorflow transfer-learning

Last synced: 01 Aug 2024

https://github.com/iboing/CliqueNet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

computer-vision deep-learning image-recognition

Last synced: 31 Jul 2024

https://github.com/Nyandwi/ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 02 Aug 2024

https://github.com/FluxML/Metalhead.jl

Computer vision models for Flux

computer-vision deep-learning flux julia machine-learning

Last synced: 31 Jul 2024

https://github.com/PaulDanielML/MuJoCo_RL_UR5

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

computer-vision gym-environment mujoco pick-and-place reinforcement-learning robotics

Last synced: 04 Aug 2024

https://github.com/SerpentAI/D3DShot

Extremely fast and robust screen capture on Windows with the Desktop Duplication API

computer-vision python screen-capture screenshot windows

Last synced: 02 Aug 2024

https://github.com/gabrielarchanjo/marvinj

Javascript Image Processing Framework based on Marvin Framework

computer-vision image-processing javascript javascript-library

Last synced: 04 Aug 2024

https://github.com/Sierkinhane/mtcnn-pytorch

A face detection algorithm

computer-vision facedetector pytorch

Last synced: 31 Jul 2024

https://github.com/yqyao/FCOS_PLUS

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

anchor-free computer-vision fcos object-detection one-stage pytorch

Last synced: 05 Aug 2024

https://github.com/BMW-InnovationLab/BMW-Labeltool-Lite

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

annotaion auto-label autolabeling bounding-box boundingbox computer-vision deep-learning docker image-annotation inference label labeling-tool labeltool neural-network object-detection smart-labeling synthetic-data tensorflow voc yolov4

Last synced: 03 Aug 2024

https://github.com/frgfm/Holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)

computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 01 Aug 2024

https://github.com/IBM/CrossViT

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

computer-vision deep-learning multi-scale-features vision-transformer

Last synced: 03 Aug 2024

https://github.com/AlexeyAB/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 02 Aug 2024

https://github.com/alexandre01/UltimateLabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

computer-vision labeling labeling-tool object-detection object-tracking python pytorch video

Last synced: 02 Aug 2024

https://github.com/LMD0311/PointMamba

PointMamba: A Simple State Space Model for Point Cloud Analysis

3d-point-clouds computer-vision mamba state-space-model

Last synced: 31 Jul 2024

https://github.com/pylabel-project/pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

annotation-tool bounding-boxes coco computer-vision dataset object-detection yolov5

Last synced: 01 Aug 2024

https://github.com/ZumoLabs/zpy

Synthetic data for computer vision. An open source toolkit using Blender and Python.

ai blender blender-addon computer-vision data deep-learning ml python synthetic synthetic-data

Last synced: 03 Aug 2024

https://github.com/ZHKKKe/PixelSSL

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

computer-vision pixel-wise-task pytorch-implementation semi-supervised toolbox

Last synced: 01 Aug 2024

https://github.com/ethereon/lycon

A minimal and fast image library for Python and C++

computer-vision cpp image-processing python

Last synced: 02 Aug 2024

https://github.com/WisconsinAIVision/few-shot-gan-adaptation

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

computer-vision few-shot-learning gans

Last synced: 03 Aug 2024

https://github.com/merantix-momentum/squirrel-core

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed jax machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 01 Aug 2024

https://github.com/DLR-RM/SingleViewReconstruction

Official Code: 3D Scene Reconstruction from a Single Viewport

computer-vision deep-learning eccv2020 open-source paper reconstruction singleview

Last synced: 30 Jul 2024

https://github.com/fregu856/3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch

Last synced: 07 Aug 2024

https://github.com/visipedia/annotation_tools

Visipedia Annotation Tools

annotations computer-vision datasets

Last synced: 01 Aug 2024

https://github.com/VlSomers/native-opencv-android-template

A tutorial for setting up OpenCV 4.6.0 (and other 4.x.y version) for Android in Android Studio with Native Development Kit (NDK) support for C++ development.

android android-ndk android-studio computer-vision cpp java java-native-interface jni kotlin kotlin-android ndk opencv opencv-android-release opencv-android-sdk opencv4android

Last synced: 01 Aug 2024

https://github.com/kkanshul/finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

computer-vision deep-learning disentangled-representations fine-grained gans generative-adversarial-network image-generation image-manipulation pytorch

Last synced: 03 Aug 2024

https://github.com/debkbanerji/lego-art-remix

Powerful computer vision assisted Lego mosaic creator · Over 1 million images created (so far!)

computer-vision custom-pictures deep-neural-network javascript lego lego-art lego-art-remix lego-mosaic onnx

Last synced: 01 Aug 2024

https://github.com/preddy5/Im2Vec

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

computer-graphics computer-vision cvpr2021 vector-graphics

Last synced: 01 Aug 2024

https://github.com/yandexdataschool/deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

computer-vision course course-materials deep-learning pytorch

Last synced: 02 Aug 2024

https://github.com/DerrickXuNu/v2x-vit

[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

3d-object-detection autonomous-driving collaborative-perception computer-vision deep-learning machine-learning multi-agent-system pytorch simulation v2x vehicle-to-everything vision-transformer

Last synced: 31 Jul 2024

https://github.com/erilyth/DeepLearning-Challenges

Codes for weekly challenges on Deep Learning by Siraj

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

Last synced: 07 Aug 2024

https://ali-design.github.io/gan_steerability/

On the "steerability" of generative adversarial networks

computer-vision deep-learning gan generative-adversarial-network

Last synced: 02 Aug 2024

https://github.com/ali-design/gan_steerability

On the "steerability" of generative adversarial networks

computer-vision deep-learning gan generative-adversarial-network

Last synced: 03 Aug 2024

https://github.com/POSTECH-CVLab/FastPointTransformer

Official source code of Fast Point Transformer, CVPR 2022

3d-vision computer-vision cvpr2022 point-cloud transformer

Last synced: 31 Jul 2024

https://github.com/angeladai/ScanComplete

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

3d-reconstruction autoregressive-neural-networks computer-graphics computer-vision deep-learning

Last synced: 01 Aug 2024

https://github.com/vzhou842/cnn-from-scratch

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

computer-vision convolutional-neural-networks guide machine-learning neural-network python

Last synced: 01 Aug 2024

https://github.com/Haiyang-W/UniTR

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

3d 3d-object-detection 3d-segmentation backbone bev camera computer-vision iccv2023 lidar multi-modal multi-view point-cloud transformer unified

Last synced: 31 Jul 2024

https://github.com/lil-lab/nlvr

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

computer-vision corpus machine-learning natural-language-processing

Last synced: 02 Aug 2024

https://github.com/twitter-research/image-crop-analysis

Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

bias computer-vision fairness fairness-ml image-processing machine-learning research

Last synced: 31 Jul 2024

https://github.com/RizwanMunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 01 Aug 2024

https://github.com/fcakyon/craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

actions anaconda computer-vision craft deep-learning document hacktoberfest linux macos neural-network ocr pypi python pytorch text text-detection vision windows workflow

Last synced: 01 Aug 2024

https://github.com/megvii-research/RevCol

Official Code of Paper "Reversible Column Networks" "RevColv2"

cnn computer-vision iclr2023 mae pytorch transformer vit

Last synced: 31 Jul 2024

https://github.com/HusseinYoussef/Arabic-OCR

OCR system for Arabic language that converts images of typed text to machine-encoded text.

arabic character-segmentation computer-vision dataset image-processing machine-learning neural-network ocr opencv-python scikit-learn segmentation

Last synced: 01 Aug 2024

https://github.com/zc-alexfan/hold

[CVPR 2024✨Highlight] Official repository for HOLD, the first method that jointly reconstructs articulated hands and objects from monocular videos without assuming a pre-scanned object template and 3D hand-object training data.

3d-reconstruction ai artificial-intelligence augmented-reality computer-vision hand-object-interaction hand-object-reconstruction hand-tracking mano mixed-reality neural-networks pose-estimation pytorch virtual-reality

Last synced: 02 Aug 2024

https://github.com/mdyao/Awesome-3D-AIGC

A curated list of papers and open-source resources focused on 3D AIGC.

3d-aigc 3d-gaussian-splatting 3d-generation aigc computer-graphics computer-vision generation nerf neural-rendering

Last synced: 12 Sep 2024

https://github.com/roboflow/webcamGPT

webcamGPT - chat with video stream 💬 + 📸

chatgpt computer-vision gpt-4

Last synced: 01 Aug 2024

https://github.com/chunbolang/BAM

Official PyTorch Implementation of Learning What Not to Segment: A New Perspective on Few-Shot Segmentation (CVPR'22 Oral & TPAMI'23).

computer-vision few-shot-segmentation

Last synced: 03 Aug 2024

https://github.com/AaltoVision/ADVIO

An Authentic Dataset for Visual-Inertial Odometry

benchmarking computer-vision navigation visual-inertial-odometry

Last synced: 01 Aug 2024

https://github.com/mindspore-lab/mindcv

A toolbox of vision models and algorithms based on MindSpore

computer-vision cv deep-learning image-classification imagenet mindspore models resnet transformer

Last synced: 31 Jul 2024

https://github.com/daleroberts/bv

Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.

command-line computer-vision image iterm2 machine-learning python satellite satellite-imagery

Last synced: 01 Aug 2024

https://github.com/mtli/HTML4Vision

A simple HTML visualization tool for computer vision research :hammer_and_wrench:

computer-vision html visualization

Last synced: 03 Aug 2024

https://github.com/voxel51/voxelgpt

AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

artificial-intelligence chatgpt computer-vision data-science deep-learning fiftyone langchain llm machine-learning openai python

Last synced: 02 Aug 2024

https://github.com/wkentaro/morefusion

MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion, CVPR 2020

artificial-intelligence computer-vision deep-learning machine-learning pose-estimation robotics ros

Last synced: 03 Aug 2024

https://github.com/LZBUAV/K210

Kendryte K210人工智能芯片应用程序集合,包括人脸检测、颜色检测、目标检测和分类、二维码和Apriltag代码检测以及和ArduPilot飞控软件的通信。这些应用程序已部署到无人机终端。This repository is a collection of applications for the Kendryte K210 AI chip which include face detection, color detection, object detection and classification, QR code and Apriltag code detection ,and communication with the ArduPilot flight software. Finally, we can deploy these applications to the UAV terminals and make drones more intelligent.

computer-vision face-detection k210 machine-vision yolov2

Last synced: 31 Jul 2024

https://github.com/wkentaro/fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

chainer computer-vision convolutional-networks deep-learning fcn fcn8s segmentation semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/vinjn/opencv-2-cookbook-src

《OpenCV 2 计算机视觉编程手册》 配套代码,支持 OpenCV 3.x / 4.x

computer-vision opencv opencv2 opencv3 opencv4

Last synced: 30 Jul 2024

https://github.com/arefmalek/airdraw

A vision-based drawing application

computer-vision mediapipe opencv python python3

Last synced: 31 Jul 2024

https://github.com/aangelopoulos/conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

artificial-intelligence classification classifier computer-vision conformal conformal-prediction deep-neural-networks distribution-free imagenet machine-learning neural-networks nonparametric nonparametric-statistics prediction-sets pytorch statistics uncertainty uncertainty-quantification vision

Last synced: 01 Aug 2024

https://github.com/lannguyen0910/food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 02 Aug 2024

https://github.com/Villavu/Simba

Simba is a program used to repeat certain (complicated) tasks. Typically these tasks involve using the mouse and keyboard. Simba is programmable, which means you can design your own logic and steps that Simba will follow, based upon certain input such as colors on the screen.

automation computer-vision fpc lape lazarus macro pascal simba villavu

Last synced: 01 Aug 2024

https://github.com/brentyi/jaxlie

Rigid transforms + Lie groups in JAX

computer-vision geometry jax lie-groups robotics

Last synced: 04 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