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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/mit-han-lab/spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

3d-deep-learning architecture-search computer-vision deep-learning efficiency lidar point-cloud pytorch semantickitti

Last synced: 28 Oct 2024

https://github.com/cvg/gluestick

Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)

computer-vision deep-learning graph-neural-networks image-matching local-features machine-learning torch

Last synced: 06 Jan 2025

https://github.com/BYU-PCCL/holodeck

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

ai computer-vision drones reinforcement-learning reinforcement-learning-environments research robotics simulator unreal-engine

Last synced: 02 Nov 2024

https://github.com/Bartzi/see

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

chainer cnn computer-vision deep-learning scene-text-recognition semi-supervised-learning

Last synced: 03 Nov 2024

https://github.com/sergeytulyakov/mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

computer-vision machine-learning video-generator

Last synced: 29 Nov 2024

https://github.com/mv-lab/swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

compression compression-artifact-reduction computer-vision deblocking deep-learning denoising eccv2022 image-denoising image-processing image-restoration image-sr image-super-resolution jpeg low-level-vision ntire super-resolution swin2sr swinir transformer vision-transformer

Last synced: 06 Nov 2024

https://github.com/yuxumin/PoinTr

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

3dvision computer-vision deep-learning iccv2021 pointcloud-completion vision-transformers

Last synced: 28 Oct 2024

https://github.com/imagej/ImageJ

Public domain software for processing and analyzing scientific images

computer-vision image-processing

Last synced: 14 Nov 2024

https://github.com/robotlocomotion/pytorch-dense-correspondence

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

3d artificial-intelligence computer-vision deep-learning manipulation pytorch robotics self-supervised-learning vision

Last synced: 05 Jan 2025

https://github.com/rnchg/apt

AI Productivity Tool - Free and open-source, enhancing user productivity while ensuring privacy and data security. It provides efficient and convenient AI solutions, including but not limited to: built-in exclusive ChatGPT, one-click batch intelligent processing of images and videos, and more.

ai ai-framework aigc computer-vision deep-learning image-processing inference llm machine-learning machinelearning neural-network onnx onnxruntime video-processing

Last synced: 03 Dec 2024

https://github.com/yassouali/ml-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

computer-vision deep-learning machine-learning natural-language-processing nlp summary

Last synced: 24 Nov 2024

https://github.com/xverse-engine/XV3DGS-UEPlugin

A Unreal Engine 5 (UE5) based plugin aiming to provide real-time visulization, management, editing, and scalable hybrid rendering of Guassian Splatting model.

computer-graphics computer-vision radiance-field unreal-engine-5

Last synced: 19 Nov 2024

https://github.com/yassouali/ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

computer-vision deep-learning machine-learning natural-language-processing nlp summary

Last synced: 04 Nov 2024

https://github.com/andreibarsan/dynslam

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

autonomous-vehicles computer-vision deep-learning dense eth-zurich master-thesis slam

Last synced: 04 Jan 2025

https://github.com/RobotLocomotion/pytorch-dense-correspondence

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

3d artificial-intelligence computer-vision deep-learning manipulation pytorch robotics self-supervised-learning vision

Last synced: 14 Nov 2024

https://github.com/fatescript/centernet-better

An easy to understand and better performance version of CenterNet

computer-vision deep-learning object-detection

Last synced: 05 Jan 2025

https://github.com/hkchengrex/stcn

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

computer-vision deep-learning neurips-2021 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 04 Jan 2025

https://github.com/FateScript/CenterNet-better

An easy to understand and better performance version of CenterNet

computer-vision deep-learning object-detection

Last synced: 27 Nov 2024

https://github.com/ternaus/TernausNetV2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

computer-vision deep-learning image-segmentation python pytorch satellite-imagery

Last synced: 18 Nov 2024

https://github.com/raoyongming/DynamicViT

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

computer-vision deep-learning image-classification vision-transformers

Last synced: 15 Nov 2024

https://github.com/ternaus/ternausnetv2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

computer-vision deep-learning image-segmentation python pytorch satellite-imagery

Last synced: 07 Jan 2025

https://github.com/semperai/amica

Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition.

ai assistant-chat-bots computer-vision llm speech-recognition tts

Last synced: 28 Oct 2024

https://github.com/accumulatemore/opencv

✔(已完结)最全面的 OpenCV 笔记【咕泡唐宇迪】

computer-vision opencv python

Last synced: 05 Jan 2025

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 05 Jan 2025

https://github.com/l3p-cv/lost

Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.

annotation-framework annotation-process annotation-tool bounding-boxes computer-vision image-annotation machine-learning machine-vision polygon-annotations

Last synced: 17 Nov 2024

https://github.com/zubair-irshad/awesome-robotics-3d

A curated list of 3D Vision papers relating to Robotics domain in the era of large models i.e. LLMs/VLMs, inspired by awesome-computer-vision, including papers, codes, and related websites

3d benchmarks computer-vision diffusion-models foundation-models gaussian-splatting grasping llm manipulation navigation nerf pointclouds policy-learning pretraining robotics scene-graph simulations vision-language-model vlm

Last synced: 16 Nov 2024

https://github.com/philferriere/tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

computer-vision cvpr2018 deep-learning flying-chairs kitti-dataset motion-estimation mpi-sintel optical-flow pwc-net tensorflow

Last synced: 05 Jan 2025

https://github.com/nianticlabs/mickey

[CVPR 2024 - Oral] Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences

computer-vision cvpr2024 dsac metric-correspondences mickey pose-estimation ransac ransac-algorithm

Last synced: 05 Jan 2025

https://github.com/microsoft/CvT

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

classification computer-vision cvt deep-learning imagenet

Last synced: 14 Nov 2024

https://github.com/rese1f/moviechat

[CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

computer-vision dataset large-language-models llama long-video-understanding multimodal-large-language-models

Last synced: 03 Jan 2025

https://github.com/rese1f/MovieChat

[CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

computer-vision dataset large-language-models llama long-video-understanding multimodal-large-language-models

Last synced: 09 Nov 2024

https://github.com/hassony2/useful-computer-vision-phd-resources

Lists of resources useful for my PhD in computer vision

computer-vision list phd resources

Last synced: 13 Nov 2024

https://github.com/lingdong-/skeleton-tracing

A new algorithm for retrieving topological skeleton as a set of polylines from binary images

algorithm computational-geometry computer-vision polylines skeletonization

Last synced: 05 Jan 2025

https://rese1f.github.io/MovieChat/

[CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

computer-vision dataset large-language-models llama long-video-understanding multimodal-large-language-models

Last synced: 13 Nov 2024

https://github.com/aimagelab/dress-code

Dress Code: High-Resolution Multi-Category Virtual Try-On. ECCV 2022

artificial-intelligence computer-vision deep-learning dress-code eccv2022 virtual-try-on

Last synced: 03 Jan 2025

https://github.com/swz30/cycleisp

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

camera-imaging-pipeline computer-vision cvpr2020 cycleisp data-synthesis image-denoising image-restoration low-level-vision pytorch raw2rgb rgb2raw

Last synced: 04 Jan 2025

https://github.com/jsn5/dancenet

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

autoencoder computer-vision generative-model keras lstm mixture-density-networks

Last synced: 27 Nov 2024

https://github.com/Justin-Tan/generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

computer-vision gan generative-adversarial-network image-compression tensorflow

Last synced: 27 Nov 2024

https://github.com/DagnyT/hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

computer-vision convolutional-neural-networks deep-learning image-matching image-retrieval metric-learning nips-2017 pytorch

Last synced: 04 Nov 2024

https://github.com/xiaoyufenfei/LEDNet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

cityscape-dataset computer-vision lednet pytorch real-time semantic-segmentation

Last synced: 14 Nov 2024

https://github.com/NVlabs/pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

computer-vision deep-learning machine-learning

Last synced: 27 Nov 2024

https://github.com/LingDong-/skeleton-tracing

A new algorithm for retrieving topological skeleton as a set of polylines from binary images

algorithm computational-geometry computer-vision polylines skeletonization

Last synced: 06 Nov 2024

https://github.com/rgeirhos/stylized-imagenet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

computer-vision deep-learning human-vision shape-bias style-transfer texture-bias

Last synced: 04 Jan 2025

https://github.com/hfslyc/AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

adversarial-learning computer-vision deep-learning pytorch semantic-segmentation semi-supervised-learning

Last synced: 28 Oct 2024

https://github.com/willard-yuan/pcv-book-code

:book:Python计算机视觉中译本实例代码

computer-vision python

Last synced: 04 Jan 2025

https://github.com/wellflat/imageprocessing-labs

computer vision, image processing and machine learning on the web browser or node.

computer-vision image-processing javascript machine-learning

Last synced: 02 Dec 2024

https://github.com/limuloo/MIGC

[CVPR 2024 Highlight] "MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis" (Official Implementation)

aigc computer-vision cvpr cvpr2024 stable-diffusion text-to-image

Last synced: 31 Oct 2024

https://github.com/AkshitIreddy/Interactive-LLM-Powered-NPCs

Interactive LLM Powered NPCs, is an open-source project that completely transforms your interaction with non-player characters (NPCs) in any game! 🎮🤖🚀

ai artificial-intelligence autonomous-agents computer-vision langchain language-model llm-agent python video-game

Last synced: 14 Nov 2024

https://github.com/khanhnamle1994/computer-vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

computer-vision convolutional-neural-networks deep-learning image-classification imagenet visual-recognition

Last synced: 05 Jan 2025

https://github.com/swz30/CycleISP

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

camera-imaging-pipeline computer-vision cvpr2020 cycleisp data-synthesis image-denoising image-restoration low-level-vision pytorch raw2rgb rgb2raw

Last synced: 03 Nov 2024

https://github.com/DIYer22/boxx

Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.

awesome-python computer-vision debug debugging deep-learning hack pytorch pytorch-debug scientific-computing toolbox

Last synced: 27 Nov 2024

https://github.com/Megvii-BaseDetection/DeFCN

End-to-End Object Detection with Fully Convolutional Network

computer-vision object-detection

Last synced: 26 Oct 2024

https://github.com/abhshkdz/neural-vqa

:grey_question: Visual Question Answering in Torch

computer-vision deep-learning natural-language-processing torch

Last synced: 06 Jan 2025

https://github.com/lxe/llavavision

A simple "Be My Eyes" web app with a llama.cpp/llava backend

ai artificial-intelligence computer-vision llama llamacpp llm local-llm machine-learning multimodal webapp

Last synced: 08 Jan 2025

https://github.com/wvangansbeke/sparse-depth-completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

computer-vision deep-learning depth-completion depth-prediction kitti lidar noisy-data pytorch sensor-fusion

Last synced: 05 Jan 2025

https://github.com/liuziwei7/fashion-detection

Fashion Detection in the Wild (Deep Clothes Detector)

clothes-detection clothes-detector computer-vision deep-learning vision-for-fashion

Last synced: 18 Nov 2024

https://zju3dv.github.io/manhattan_sdf/

Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral

3d-reconstruction 3d-vision computer-vision cvpr2022

Last synced: 17 Nov 2024

https://github.com/zju3dv/manhattan_sdf

Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral

3d-reconstruction 3d-vision computer-vision cvpr2022

Last synced: 05 Jan 2025

https://github.com/openvinotoolkit/datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

coco computer-vision dataset datasets deep-learning format-converter imagenet neural-networks openvino-toolkit pascal-voc yolo

Last synced: 13 Nov 2024

https://github.com/mtli/photosketch

Code for Photo-Sketching: Inferring Contour Drawings from Images :dog:

ai computer-vision graphics sketch

Last synced: 07 Jan 2025

https://github.com/xavierpuigf/virtualhome

API to run VirtualHome, a Multi-Agent Household Simulator

computer-vision deep-learning graph multi-agent reinforcement-learning simulator unity

Last synced: 03 Nov 2024

https://github.com/Alpha-VL/ConvMAE

ConvMAE: Masked Convolution Meets Masked Autoencoders

backbone computer-vision mae masked-image-modeling object-detection semantic-segmentation

Last synced: 15 Nov 2024

https://github.com/dmitryryumin/aaai-2024-papers

AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ⭐ experience the forefront of progress in artificial intelligence with this repository!

aaai aaai2024 application-domains artificial-intelligence cognitive-systems computer-vision computer-vison deep-learning expert-systems human-computer-interaction knowledge-representation machine-learning multi-agent-systems neural-networks reinforcement-learning sentiment-analysis

Last synced: 05 Jan 2025

https://github.com/amazon-research/siam-mot

SiamMOT: Siamese Multi-Object Tracking

computer-vision multi-object-tracking video-analysis

Last synced: 20 Dec 2024

https://github.com/thp/psmoveapi

Cross-platform library for 6DoF tracking of the PS Move Motion Controller. Sensor fusion, computer vision, ambient display (LED orb).

6dof computer-vision controller hid sensors tracking

Last synced: 03 Jan 2025

https://github.com/tri-ml/dd3d

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.

computer-vision deep-learning pytorch

Last synced: 05 Jan 2025

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