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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/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: 30 Jul 2024

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: 02 Aug 2024

https://github.com/lagadic/visp

Open Source Visual Servoing Platform

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

Last synced: 03 Aug 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: 02 Aug 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: 02 Aug 2024

https://github.com/kylemcdonald/ofxCv

Alternative approach to interfacing with OpenCv from openFrameworks.

addon computer-vision opencv openframeworks wrapper

Last synced: 30 Jul 2024

https://github.com/ThibaultGROUEIX/AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mรขchรฉ 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: 31 Jul 2024

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: 03 Aug 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: 01 Aug 2024

https://github.com/allenai/objaverse-xl

๐Ÿช Objaverse-XL is a Universe of 10M+ 3D Objects. Contains API Scripts for Downloading and Processing!

3d blender computer-vision image-to-3d objaverse python text-to-3d

Last synced: 01 Aug 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: 03 Aug 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: 03 Aug 2024

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

This is tensorflow implementation for paper "Deep Image Matting"

computer-vision deeplearning matting

Last synced: 03 Aug 2024

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: 31 Jul 2024

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: 01 Aug 2024

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

Use PyTorch to implement some classic frameworks

computer-vision deep-learning pytorch

Last synced: 07 Aug 2024

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: 01 Aug 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: 07 Aug 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: 30 Jul 2024

https://github.com/pochih/CBIR

๐Ÿž A content-based image retrieval (CBIR) system

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

Last synced: 31 Jul 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: 31 Jul 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: 01 Aug 2024

https://github.com/cvondrick/vatic

Efficiently Scaling Up Video Annotation with Crowdsourced Marketplaces. IJCV 2012

computer-vision video video-annotation

Last synced: 01 Aug 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: 02 Aug 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: 01 Aug 2024

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: 31 Jul 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: 01 Aug 2024

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: 01 Aug 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: 01 Aug 2024

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: 31 Jul 2024

https://github.com/sergeytulyakov/mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

computer-vision machine-learning video-generator

Last synced: 09 Aug 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: 31 Jul 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: 01 Aug 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: 03 Aug 2024

https://github.com/iitzco/faced

๐Ÿš€ ๐Ÿ˜ Near Real Time CPU Face detection using deep learning

computer-vision convolutional-neural-networks deep-learning face-detection fully-convolutional-networks python python-library tensorflow

Last synced: 05 Aug 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: 03 Aug 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: 07 Aug 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: 04 Aug 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: 01 Aug 2024

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: 31 Jul 2024

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: 04 Aug 2024

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: 03 Aug 2024

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: 03 Aug 2024

https://github.com/imagej/ImageJ

Public domain software for processing and analyzing scientific images

computer-vision image-processing

Last synced: 03 Aug 2024

https://github.com/haosulab/ManiSkill

SAPIEN Manipulation Skill Framework, a GPU parallelized robotics simulator and benchmark

3d-computer-vision computer-vision embodied-ai reinforcement-learning robot-manipulation robotics robotics-simulation simulation-environment

Last synced: 02 Aug 2024

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: 03 Aug 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: 02 Aug 2024

https://github.com/jsn5/dancenet

DanceNet -๐Ÿ’ƒ๐Ÿ’ƒDance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

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

Last synced: 07 Aug 2024

https://github.com/imagej/imagej

Public domain software for processing and analyzing scientific images

computer-vision image-processing

Last synced: 31 Jul 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: 03 Aug 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: 07 Aug 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: 01 Aug 2024

https://github.com/NVlabs/pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

computer-vision deep-learning machine-learning

Last synced: 07 Aug 2024

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: 31 Jul 2024

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: 12 Aug 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: 01 Aug 2024

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

End-to-End Object Detection with Fully Convolutional Network

computer-vision object-detection

Last synced: 30 Jul 2024

https://github.com/RQLuo/MixTeX-Latex-OCR

MixTeX multimodal LaTeX, ZhEn, and, Table OCR. It performs efficient CPU-based inference in a local offline on Windows.

computer-vision deep-learning latex machine-learning ocr onnx python

Last synced: 03 Sep 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: 03 Aug 2024

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: 01 Aug 2024

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: 02 Aug 2024

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: 03 Aug 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! ๐ŸŽฎ๐Ÿค–๐Ÿš€

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

Last synced: 03 Aug 2024

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

[CVPR 2024] ๐ŸŽฌ๐Ÿ’ญ chat with over 10K frames of video!

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

Last synced: 02 Aug 2024

https://github.com/rese1f/MovieChat

[CVPR 2024] ๐ŸŽฌ๐Ÿ’ญ chat with over 10K frames of video!

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

Last synced: 02 Aug 2024

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

SiamMOT: Siamese Multi-Object Tracking

computer-vision multi-object-tracking video-analysis

Last synced: 02 Aug 2024

https://github.com/luyanger1799/Amazing-Semantic-Segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

computer-vision deep-learning keras-tensorflow semantic-segmentation tensorflow

Last synced: 01 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