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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/raoyongming/GFNet

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

computer-vision deep-learning image-classification image-recognition vision-transformer

Last synced: 03 Aug 2024

https://github.com/kunalj101/data-science-hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 11 Oct 2024

https://github.com/aimagelab/multimodal-garment-designer

This is the official repository for the paper "Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing". ICCV 2023

computer-vision diffusion-models dresscode fashionai generative-models iccv2023 image-editing latent-diffusion-models multimodal-fashion-image-editing stable-diffusion viton-hd

Last synced: 07 Nov 2024

https://github.com/foo123/FILTER.js

Video and Image Processing and Computer Vision Library in pure JavaScript (Browser and Node.js)

browser computer-vision glsl image-processing machine-learning node-js parallel-processing real-time video-processing wasm web-assembly webgl

Last synced: 05 Nov 2024

https://github.com/amosgropp/IGR

Implicit Geometric Regularization for Learning Shapes

3d-reconstruction computer-vision deep-learning

Last synced: 03 Aug 2024

https://github.com/yassouali/CCT

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

computer-vision semantic-segmentation semi-supervised-learning

Last synced: 03 Nov 2024

https://github.com/Yang7879/3D-BoNet

πŸ”₯3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

3d-object-detection 3d-point-clouds 3d-vision computer-vision instance-segmentation

Last synced: 28 Oct 2024

https://github.com/imfing/ava_downloader

:arrow_double_down: Download AVA dataset (A Large-Scale Database for Aesthetic Visual Analysis)

aesthetic-visual-analysis ava computer-vision dataset python

Last synced: 09 Nov 2024

https://github.com/kunalj101/Data-Science-Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 02 Aug 2024

https://github.com/foo123/filter.js

Video and Image Processing and Computer Vision Library in pure JavaScript (Browser and Node.js)

browser computer-vision glsl image-processing machine-learning node-js parallel-processing real-time video-processing wasm web-assembly webgl

Last synced: 13 Oct 2024

https://github.com/una-dinosauria/human-motion-prediction

Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.

computer-vision cvpr-2017 tensorflow

Last synced: 29 Oct 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: 09 Nov 2024

https://github.com/ocampor/image-quality

Image quality is an open source software library for Image Quality Assessment (IQA).

artificial-intelligence computer-vision image-analysis image-quality-assessment machine-learning python tensorflow

Last synced: 03 Aug 2024

https://github.com/landskape-ai/triplet-attention

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

arxiv attention-mechanism attention-mechanisms computer-vision convolutional-neural-networks deep-learning detection gradcam imagenet paper triplet-attention

Last synced: 03 Aug 2024

https://github.com/eddyhkchiu/mahalanobis_3d_multi_object_tracking

[NeurIPS Workshop 2019] Official code of the paper "Probabilistic 3D Multi-Object Tracking for Autonomous Driving." First Place of the First NuScenes Tracking Challenge in the AI Driving Olympics Workshop of NeurIPS.

3d-multi-object-tracking autonomous-driving computer-vision kalman-filter robotics

Last synced: 28 Oct 2024

https://github.com/Gladiator07/Harvestify

A machine learning based website that recommends the best crop to grow, fertilizers to use, and the diseases caught by your crops.

computer-vision crop-recommendation crops deep-learning fertilizer-recommendation fertilizers machinelearning precisionagriculture

Last synced: 02 Aug 2024

https://github.com/GeorgeCazenavette/mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

artificial-intelligence computer-vision machine-learning synthetic-data

Last synced: 03 Aug 2024

https://github.com/shaohua0116/Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

computer-vision image-classification selu visualization visualized-activations

Last synced: 07 Aug 2024

https://github.com/ibaiGorordo/ONNX-YOLOv8-Object-Detection

Python scripts performing object detection using the YOLOv8 model in ONNX.

computer-vision deep-learning object-detection onnx onnxruntime opencv python yolo yolov8

Last synced: 09 Nov 2024

https://github.com/mkocabas/pare

Code for ICCV2021 paper PARE: Part Attention Regressor for 3D Human Body Estimation

3d-human-reconstruction 3d-human-shape-and-pose-estimation computer-graphics computer-vision human-pose-estimation

Last synced: 29 Oct 2024

https://github.com/hetelek/Neural-Network-Playground

A neural network Swift playground, with no third party dependencies.

computer-vision neural-network swift-playgrounds wwdc-scholarship

Last synced: 04 Aug 2024

https://github.com/Tramac/Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

computer-vision deep-learning fast-scnn pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/CopterExpress/clover

ROS-based framework and RPi image to control PX4-powered drones πŸ€

aruco computer-vision drone education mavros optical-flow px4 quadcopter raspberry-pi robotics ros

Last synced: 03 Aug 2024

https://github.com/davidstutz/superpixel-benchmark

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

benchmark computer-vision evaluation image-procesing opencv superpixel-algorithms superpixels

Last synced: 10 Nov 2024

https://github.com/wpiroboticsprojects/grip

Program for rapidly developing computer vision applications

camera computer-vision first-frc first-robotics-competition firstrobotics opencv robotics vision wpi

Last synced: 10 Oct 2024

https://github.com/WPIRoboticsProjects/GRIP

Program for rapidly developing computer vision applications

camera computer-vision first-frc first-robotics-competition firstrobotics opencv robotics vision wpi

Last synced: 03 Aug 2024

https://github.com/owen-liuyuxuan/visualdet3d

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 08 Nov 2024

https://github.com/myfavouritekk/T-CNN

ImageNet 2015 Object Detection from Video (VID)

computer-vision deep-learning detection imagenet-vid object-detection video

Last synced: 31 Oct 2024

https://github.com/dmitryryumin/cvpr-2023-24-papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

action-recognition autonomous-driving biometrics computer-vision cvpr cvpr2023 cvpr2024 datasets deep-learning face-recognition gesture-recognition image-synthesis medical-image-processing multi-modal-learning pattern-recognition scene-analysis segmentation self-supervised-learning shape-analysis video-synthesis

Last synced: 08 Nov 2024

https://github.com/mratsim/amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 31 Oct 2024

https://github.com/felixgwu/img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

cifar computer-vision deep-learning pytorch

Last synced: 26 Oct 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 03 Aug 2024

https://github.com/jshilong/gpt4roi

GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

computer-vision gpt llm multimodality roi

Last synced: 26 Oct 2024

https://github.com/jsbroks/imantics

:camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats

annotation-formats computer-vision image image-processing machine-learning python segmentation visualization

Last synced: 29 Oct 2024

https://github.com/suhangpro/mvcnn

Multi-view CNN (MVCNN) for shape recognition

computer-graphics computer-vision convolutional-neural-networks deep-learning

Last synced: 27 Oct 2024

https://github.com/Owen-Liuyuxuan/visualDet3D

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 28 Oct 2024

https://github.com/zavolokas/Inpainting

Want to remove something(someone) from a photo as it never was there? This is .NET implementation of content-aware fill. It smartly fills in unwanted or missing areas of photographs.

computer-vision content-aware-fill hacktoberfest image-completion image-processing inpaint inpainting photo-editing

Last synced: 04 Aug 2024

https://github.com/ShirAmir/dino-vit-features

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

co-segmentation computer-vision deep-learning dino part-segmentation pytorch semantic-correspondence vision-transformers

Last synced: 04 Nov 2024

https://github.com/SysCV/pcan

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

computer-vision mots multi-object-tracking-segmentation neurips-2021 segmentation tracking video-instance-segmentation

Last synced: 02 Aug 2024

https://github.com/KevinMusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 05 Nov 2024

https://github.com/RaptorMai/online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

catastrophic-forgetting class-incremental-learning computer-vision continual-learning convolutional-neural-networks deep-learning incremental-continual-learning incremental-learning lifelong-learning online-continual-learning

Last synced: 03 Aug 2024

https://github.com/kevinmusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 11 Oct 2024

https://github.com/google-deepmind/dm_pix

PIX is an image processing library in JAX, for JAX.

computer-vision image image-processing jax machine-learning python

Last synced: 02 Aug 2024

https://github.com/mikacuy/pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

computer-vision deep-learning place-recognition point-cloud

Last synced: 28 Oct 2024

https://github.com/roboflow/zero-shot-object-tracking

Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

computer-vision deep-sort object-detection object-tracking openai-clip

Last synced: 05 Nov 2024

https://github.com/ufoym/recursive-bf

A lightweight C++ library for recursive bilateral filtering [Yang, Qingxiong. "Recursive bilateral filtering". European Conference on Computer Vision, 2012].

bilateral-filter computer-vision image-processing

Last synced: 31 Oct 2024

https://github.com/MOLAorg/mola

A Modular Optimization framework for Localization and mApping (MOLA)

computer-vision cxx cxx17 datasets graph-slam lidar lidar-point-cloud localization mobile-robots slam toolkit visual-slam

Last synced: 02 Aug 2024

https://github.com/1202kbs/Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

computer-vision deep-taylor-decomposition interpretable-deep-learning lrp sensitivity-analysis tensorflow tutorial

Last synced: 02 Aug 2024

https://github.com/Huangying-Zhan/Depth-VO-Feat

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

3d-vision caffe computer-vision cvpr deep-learning depth-estimation visual-odometry

Last synced: 02 Nov 2024

https://github.com/francescosaveriozuppichini/pytorch-deep-learning-template

A Pytorch Computer Vision template to quick start your next project! πŸš€πŸš€

computer-vision deep-learning python pytorch

Last synced: 31 Oct 2024

https://github.com/NVlabs/geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

computer-vision cvpr2018 deep-learning localization mapnet

Last synced: 02 Nov 2024

https://github.com/capjamesg/visionscript

A high-level programming language for using computer vision.

computer-vision programming-languages visionscript

Last synced: 30 Oct 2024

https://github.com/ZhangGongjie/Meta-DETR

[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

computer-vision few-shot-object-detection meta-learning object-detection pytorch

Last synced: 15 Oct 2024

https://github.com/foo123/haar.js

Feature Detection based on Haar Cascades in JavaScript (Viola-Jones-Lienhart et al Algorithm)

computer-vision object-detection viola-jones

Last synced: 26 Oct 2024

https://github.com/ekzhang/fastseg

πŸ“Έ 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: 26 Oct 2024

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: 28 Oct 2024

https://github.com/faustomorales/vit-keras

Keras implementation of ViT (Vision Transformer)

computer-vision keras

Last synced: 14 Oct 2024

https://github.com/alicevision/cctag

Detection of CCTag markers made up of concentric circles.

computer-vision concentric-circles detection fiducial-markers image-processing markers

Last synced: 05 Nov 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/facebookresearch/ego4d

Ego4d dataset repository. Download the dataset, visualize, extract features & example usage of the dataset

computer-vision dataset feature-extraction video visuzalization

Last synced: 06 Nov 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: 05 Nov 2024

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

Computer vision models for Flux

computer-vision deep-learning flux julia machine-learning

Last synced: 29 Oct 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: 28 Oct 2024

https://github.com/IBM/powerai-counting-cars

Run a Jupyter Notebook to detect, track, and count cars in a video using Maximo Visual Insights (formerly PowerAI Vision) and OpenCV

computer-vision ibmcode jupyter-notebook mp4-video opencv powerai powerai-vision video

Last synced: 07 Nov 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/hanleyweng/gesture-recognition-101-coreml-arkit

Simple project to recognize hands in realtime. πŸ‘‹ Serves as an Example for building your own object recognizer.

arkit augmented-reality computer-vision coreml gesture-recognition hand-tracking ios machine-learning object-recognition

Last synced: 09 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 656 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-FL 2,098 awesome-low-light-image-enhancement 197 CV-pretrained-model 103 awesome-tensorflow-lite 110 Awesome-Implicit-NeRF-Robotics 183 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 115 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 196 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-nerf-editing 380