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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/AntonioTepsich/Convolutional-KANs

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

cnn computer-vision deep-learning

Last synced: 05 Dec 2024

https://github.com/baegwangbin/dsine

[CVPR 2024 Oral] Rethinking Inductive Biases for Surface Normal Estimation

3d-from-images 3d-reconstruction computer-vision cvpr2024 deep-learning surface-normal surface-normals surface-normals-estimation

Last synced: 02 Jan 2025

https://github.com/xtreme1-io/xtreme1

Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.

3d-annotation annotation annotation-tool computer-vision image-annotation image-classification image-labelling-tool labeling-tool multimodal point-cloud rlhf

Last synced: 28 Oct 2024

https://github.com/gigwegbe/tinyml-papers-and-projects

This is a list of interesting papers and projects about TinyML.

computer-vision embedded-systems machine-learning neural-architecture-search tinyml wake-word

Last synced: 17 Nov 2024

https://github.com/noahcao/OC_SORT

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

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

Last synced: 28 Oct 2024

https://github.com/quic/sense

Enhance your application with the ability to see and interact with humans using any RGB camera.

activity-recognition calorie-estimation computer-vision deep-learning fitness-app gesture-recognition neural-networks pytorch video

Last synced: 22 Nov 2024

https://github.com/bgshih/aster

Recognizing cropped text in natural images.

computer-vision ocr recognition scene-text

Last synced: 08 Jan 2025

https://github.com/johnolafenwa/deepstack

The World's Leading Cross Platform AI Engine for Edge Devices

ai-engine computer-vision deepstack face-detection face-recognition object-detection scene-recognition

Last synced: 03 Jan 2025

https://github.com/Guanghan/lighttrack

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

artificial-intelligence computer-vision pose-estimation pose-tracking visual-object-tracking

Last synced: 27 Nov 2024

https://github.com/ziqi-jin/finetune-anything

Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scenarios

computer-vision deep-learning fine-tune segment-anything

Last synced: 13 Nov 2024

https://github.com/hkchengrex/Cutie

[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

computer-vision cvpr2024 deep-learning pytorch segmentation video-editing video-object-segmentation video-segmentation

Last synced: 08 Nov 2024

https://github.com/mhamilton723/stego

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

Last synced: 03 Jan 2025

https://github.com/mhamilton723/STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

Last synced: 15 Nov 2024

https://github.com/MarekKowalski/FaceSwap

3D face swapping implemented in Python

3d-models computer-vision face-alignment face-swap optimization

Last synced: 18 Nov 2024

https://github.com/PeterWang512/GANSketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

computer-graphics computer-vision deep-learning gans hci

Last synced: 04 Nov 2024

https://github.com/stevenygd/PointFlow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

3d-point-clouds computer-vision continuous-normalizing-flows machine-learning pytorch shapes

Last synced: 23 Nov 2024

https://github.com/cvondrick/videogan

Generating Videos with Scene Dynamics. NIPS 2016.

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

Last synced: 31 Oct 2024

https://github.com/gjy3035/c-3-framework

An open-source PyTorch code for crowd counting

computer-vision crowd-analysis crowd-counting deep-learning

Last synced: 06 Jan 2025

https://github.com/adamspannbauer/python_video_stab

A Python package to stabilize videos using OpenCV

computer-vision opencv python video video-stabilization

Last synced: 04 Jan 2025

https://github.com/onepanelio/onepanel

The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.

ai aiops annotation computer-vision deeplearning etl hyperparameter-tuning inference jupyterlab labeling machinelearning mlops pipelines pytorch tensorboard tensorflow training workflows

Last synced: 08 Jan 2025

https://github.com/gjy3035/C-3-Framework

An open-source PyTorch code for crowd counting

computer-vision crowd-analysis crowd-counting deep-learning

Last synced: 17 Nov 2024

https://github.com/hustvl/gaussiandreamer

GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models (CVPR 2024)

aigc computer-vision cvpr2024 diffusion-models dreamfusion gaussian-splatting nerf radiance-field smpl text-to-3d

Last synced: 04 Jan 2025

https://github.com/nianticlabs/acezero

[ECCV 2024 - Oral] ACE0 is a learning-based structure-from-motion approach that estimates camera parameters of sets of images by learning a multi-view consistent, implicit scene representation.

3d-reconstruction camera-relocalization computer-vision eccv eccv2024 machine-learning pose-estimation sfm structure-from-motion visual-relocalization

Last synced: 04 Jan 2025

https://github.com/Rubikplayer/flame-fitting

Example code for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 3D keypoints and 3D scans.

3d-face-alignment 3d-model 3d-reconstruction chumpy computer-graphics computer-vision face face-alignment face-model flame flame-fitting flame-model morphable-model smpl-x

Last synced: 09 Nov 2024

https://github.com/ika-rwth-aachen/Cam2BEV

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

autonomous-vehicles birds-eye-view computer-vision deep-learning ipm machine-learning segmentation sim2real simulation

Last synced: 28 Oct 2024

https://github.com/ahangchen/torch_base

Quickly bring up your PyTorch project(a skeleton)

computer-vision deep-learning machine-learning pytorch

Last synced: 06 Jan 2025

https://github.com/visipedia/inat_comp

iNaturalist competition details

competition computer-vision dataset inaturalist

Last synced: 05 Nov 2024

https://github.com/johnolafenwa/DeepStack

The World's Leading Cross Platform AI Engine for Edge Devices

ai-engine computer-vision deepstack face-detection face-recognition object-detection scene-recognition

Last synced: 05 Nov 2024

https://github.com/skalskip/top-cvpr-2024-papers

This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥 [Paper + Code + Demo]

computer-vision cvpr cvpr2024 image-segmentation object-detection paper transformers vision-and-language

Last synced: 04 Jan 2025

https://github.com/zhangxiaosong18/FreeAnchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

computer-vision freeanchor neurips-2019 object-detection one-stage pytorch

Last synced: 26 Oct 2024

https://github.com/swz30/mirnet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

attention-mechanism computer-vision eccv2020 image-denoising image-enhancement image-restoration low-level-vision multi-resolution-streams pytorch super-resolution

Last synced: 08 Jan 2025

https://github.com/lagadic/visp

Open Source Visual Servoing Platform

c-plus-plus computer-vision visp visual-servoing

Last synced: 16 Nov 2024

https://github.com/jwchoi384/Gaussian_YOLOv3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

computer-vision deep-learning dnn gaussian-yolov3 gaussian-yolov3-implementation gaussianyolov3 neural-network object-detection

Last synced: 09 Nov 2024

https://github.com/ThibaultGROUEIX/AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

3d 3d-deep-learning computer-vision cvpr2018 geometry-processing pytorch

Last synced: 28 Oct 2024

https://github.com/kylemcdonald/ofxCv

Alternative approach to interfacing with OpenCv from openFrameworks.

addon computer-vision opencv openframeworks wrapper

Last synced: 26 Oct 2024

https://github.com/kylemcdonald/ofxcv

Alternative approach to interfacing with OpenCv from openFrameworks.

addon computer-vision opencv openframeworks wrapper

Last synced: 06 Jan 2025

https://github.com/arunponnusamy/cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

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

Last synced: 15 Nov 2024

https://github.com/pathak22/pyflow

Fast, accurate and easy to run dense optical flow with python wrapper

computer-vision dense-flow image-processing optical-flow python-optical-flow

Last synced: 05 Jan 2025

https://github.com/swz30/MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

attention-mechanism computer-vision eccv2020 image-denoising image-enhancement image-restoration low-level-vision multi-resolution-streams pytorch super-resolution

Last synced: 03 Nov 2024

https://github.com/wvangansbeke/lanedetection_end2end

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

computer-vision deep-learning end-to-end lane-detection least-squares pytorch self-driving-cars

Last synced: 04 Jan 2025

https://github.com/HKUST-Aerial-Robotics/DenseSurfelMapping

This is the open-source version of ICRA 2019 submission "Real-time Scalable Dense Surfel Mapping"

computer-vision drones quadrotor robotics

Last synced: 09 Nov 2024

https://github.com/adamdad/kat

Kolmogorov-Arnold Transformer: A PyTorch Implementation with CUDA kernel

computer-vision kan kolmogorov-arnold-networks transformer

Last synced: 04 Jan 2025

https://github.com/wvangansbeke/LaneDetection_End2End

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

computer-vision deep-learning end-to-end lane-detection least-squares pytorch self-driving-cars

Last synced: 14 Nov 2024

https://github.com/skalskip/top-cvpr-2023-papers

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

computer-vision cvpr cvpr2023 image-segmentation object-detection paper transformers vision-and-language

Last synced: 04 Jan 2025

https://github.com/leblancfg/autocrop

:relieved: Automatically detects and crops faces from batches of pictures.

autocrop computer-vision crop face face-detection facedetect opencv pictures python

Last synced: 04 Jan 2025

https://github.com/wanmeihuali/taichi_3d_gaussian_splatting

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

3d-reconstruction 3d-rendering computer-graphics computer-vision machine-learning nerf python pytorch real-time-rendering taichi

Last synced: 07 Nov 2024

https://github.com/SkalskiP/top-cvpr-2023-papers

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

computer-vision cvpr cvpr2023 image-segmentation object-detection paper transformers vision-and-language

Last synced: 12 Nov 2024

https://github.com/summergift/embeddedsystem

:books: 计算机体系架构、嵌入式系统基础与主流编程语言相关内容总结

c cnn computer-vision data-structures iot linux machine-learning network python

Last synced: 04 Jan 2025

https://github.com/DerrickXuNu/OpenCOOD

[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

autonomous-driving collaborative-perception computer-vision deep-learning multi-agent-perception multi-agent-systems pytorch simulations

Last synced: 28 Oct 2024

https://github.com/akanimax/BMSG-GAN

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

artificial-intelligence computer-vision deep-learning gan image-synthesis msg-gan

Last synced: 15 Nov 2024

https://github.com/joker316701882/deep-image-matting

This is tensorflow implementation for paper "Deep Image Matting"

computer-vision deeplearning matting

Last synced: 04 Jan 2025

https://github.com/Joker316701882/Deep-Image-Matting

This is tensorflow implementation for paper "Deep Image Matting"

computer-vision deeplearning matting

Last synced: 15 Nov 2024

https://github.com/ternaus/robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

computer-vision deep-learning image-segmentation medical-imaging python pytorch robot-assisted-surgery

Last synced: 06 Jan 2025

https://github.com/sunshineatnoon/Paper-Implementations

Use PyTorch to implement some classic frameworks

computer-vision deep-learning pytorch

Last synced: 27 Nov 2024

https://github.com/lucastabelini/LaneATT

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

computer-vision deep-learning lane-detection pytorch

Last synced: 28 Oct 2024

https://github.com/d2l-ai/d2l-vi

Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

computer-vision d2l deep-learning kaggle keras machine-learning mlbvn mxnet python pytorch tensorflow vietnamese-language

Last synced: 04 Jan 2025

https://github.com/pochih/CBIR

🏞 A content-based image retrieval (CBIR) system

computer-vision daisy edges feature-fusion gabor histogram hog image-retrieval random-projection resnet vggnet

Last synced: 28 Oct 2024

https://github.com/augmentedstartups/AS-One

Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

computer-vision deep-learning object-detection opencv pytorch sam tracking ultralytics yolor yolov5 yolov7 yolov8 yolov9 yolox

Last synced: 09 Nov 2024

https://github.com/alankbi/detecto

Build fully-functioning computer vision models with PyTorch

computer-vision faster-rcnn machine-learning object-detection python pytorch

Last synced: 25 Oct 2024

https://github.com/hustvl/GaussianDreamer

GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models (CVPR 2024)

aigc computer-vision cvpr2024 diffusion-models dreamfusion gaussian-splatting nerf radiance-field smpl text-to-3d

Last synced: 09 Nov 2024

https://github.com/baudm/parseq

Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

computer-vision eccv eccv2022 ocr optical-character-recognition scene-text-recognition text-recognition vision-transformer

Last synced: 03 Jan 2025

https://github.com/nv-tlabs/NKSR

[CVPR 2023 Highlight] Neural Kernel Surface Reconstruction

3d-reconstruction computer-vision graphics neural-kernel point-cloud

Last synced: 08 Nov 2024

https://github.com/nv-tlabs/nksr

[CVPR 2023 Highlight] Neural Kernel Surface Reconstruction

3d-reconstruction computer-vision graphics neural-kernel point-cloud

Last synced: 04 Jan 2025

https://github.com/ddiakopoulos/tinyply

:earth_africa: C++11 ply 3d mesh format importer & exporter

computer-vision file-format geometry mesh ply public-domain

Last synced: 04 Jan 2025

https://github.com/lpiccinelli-eth/unidepth

Universal Monocular Metric Depth Estimation

3d-reconstruction computer-vision depth-estimation

Last synced: 13 Nov 2024

https://github.com/mkocabas/epipolarpose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

3d-pose-estimation computer-vision cvpr cvpr-2019 cvpr19 cvpr2019 human-pose-estimation machine-learning pytorch self-supervised-learning

Last synced: 05 Jan 2025

https://github.com/cvondrick/vatic

Efficiently Scaling Up Video Annotation with Crowdsourced Marketplaces. IJCV 2012

computer-vision video video-annotation

Last synced: 06 Nov 2024

https://github.com/imagej/imagej

Public domain software for processing and analyzing scientific images

computer-vision image-processing

Last synced: 04 Jan 2025

https://github.com/ch-sa/labelCloud

A lightweight tool for labeling 3D bounding boxes in point clouds.

3d-object-detection 6d-pose-estimation annotation bounding-boxes computer-vision labeling machine-learning point-clouds tool

Last synced: 28 Oct 2024

https://github.com/paddlepaddle/flycv

FlyCV is a high-performance library for processing computer visual tasks.

arm assembly avx compute-vision computer-vision cv flycv high-performance image-processing lightweight neon opencv paddlepaddle sse

Last synced: 03 Jan 2025

https://github.com/google-research/ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

artificial-intelligence computer-vision deep-learning imitation-learning manipulation openai-gym pick-and-place pybullet rearrangement reinforcement-learning robotics tensorflow transporter-nets vision

Last synced: 05 Jan 2025

https://github.com/miguelvr/dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

computer-vision convolutional-neural-networks dropblock dropout machine-learning pytorch pytorch-implementation regularization

Last synced: 05 Jan 2025

https://github.com/PaddlePaddle/FlyCV

FlyCV is a high-performance library for processing computer visual tasks.

arm assembly avx compute-vision computer-vision cv flycv high-performance image-processing lightweight neon opencv paddlepaddle sse

Last synced: 05 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 495 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 454 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 awesome-industrial-anomaly-detection 695 Awesome-FL 2,323 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-Implicit-NeRF-Robotics 185 CV-pretrained-model 103 awesome-tensorflow-lite 110 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 119 openstl 43 awesome-ai-awesomeness 236 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 159 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 197 awesome-multi-task-learning 229 awesome-holistic-3d 129 awesome-robotics-3d 106 awesome-llm-and-aigc 1,294 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-photogrammetry 68 Awesome-3D-Object-Detection 169 awesome-computer-vision-models 189 awesome-optical-flow 110 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 97 awesome_computer_science 116 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-ai-data-guided-projects 56