computer-vision-algorithms

There are 39 repositories under computer-vision-algorithms topic.

computer-vision-in-action
Charmve / computer-vision-in-action
A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
tutorial charmve machine-learning computer-vision deep-learning deep-learning-tutorial books handbook computer-vision-algorithms in-action pytorch transformer ipynb jupyter-notebook colab-notebook notebook neural-network
Language:Jupyter Notebook 2794
sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
pytorch keras sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms sparsity sparsification pruning computer-vision-algorithms object-detection image-classification nlp onnx transfer-learning
Language:Python 2146
gmalivenko / awesome-computer-vision-models
A list of popular deep learning models related to classification, segmentation and detection problems
awesome-list machine-learning machine-learning-algorithms machine-learning-models computer-vision computer-vision-algorithms semantic-segmentation image-classification object-detection deep-learning awesome awesome-lists resnet densenet nasnet diracnet mixnet efficientnet proxylessnas sknet
531
Psarpei / Multi-Type-TD-TSR
Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition
image-processing deep-learning table-structure-recognition table-detection table-detection-using-deep-learning ocr ocr-recognition ocr-python natural-language-processing nlp nlp-machine-learning machine-learning machine-learning-algorithms algorithms computer-vision computer-science computer-vision-algorithms computer-vision-opencv
Language:Jupyter Notebook 282
Runinho / pytorch-cutpaste
unoffical and work in progress PyTorch implementation of CutPaste
anomaly-detection computer-vision-algorithms cutpaste mvtec-ad pytorch
Language:Python 256
IkomiaApi
Ikomia-dev / IkomiaApi
Deploy Computer Vision solutions with a few lines of code.
computer-vision deep-learning image-processing detectron2 opencv openmmlab python pytorch tensorflow computervision computer-vision-tools computer-vision-ai computer-vision-algorithms computer-vision-opencv human-pose-estimation machine-learning object-detection pose-estimation yolo
Language:Python 238
kimimaro
seung-lab / kimimaro
Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)
biomedical-image-processing teasar skeletonization connectomics python skeletons volumetric-data image-segmentation voxel centerline medial-axis-transform centerline-extraction computer-vision-algorithms cross-section cross-section-area
Language:C++ 179
mkang315 / BGF-YOLO
[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".
afpn bi-level-routing-attention biformer bifpn br35h-brain-tumor-detection-2020 cbam ciou-loss computer-vision-algorithms deep-learning-framework deep-neural-networks gfpn giou-loss lesion-detection medical-image-analysis medical-image-computing medical-image-detection medical-image-processing object-detection yolo wiou-loss
Language:Python 135
MiXaiLL76 / faster_coco_eval
Continuation of an abandoned project fast-coco-eval
coco coco-rem computer-vision computer-vision-algorithms crowdpose evaluation evaluation-metrics lvis objects365 pycoco-evaluation pycocotools python sama-coco
Language:Python 129
mkang315 / ASF-YOLO
[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".
breast-cancer-segmentation cell-detection cell-segmentation computer-vision-algorithms data-science-bowl-2018 deep-learning-framework deep-neural-networks detection-segmentation-algorithm hematoxylin-eosin-staining histopathology-image-analysis instance-segmentation lesion-segmentation medical-image-analysis medical-image-computing medical-image-processing medical-image-segmentation nuclei-segmentation nucleus-detection yolo breast-cancer-cell
Language:Python 98
beasygo1ng / OCT-Retinal-Layer-Segmenter
UNet based model that segment retina to 8 layers in OCT images
biomedical-data-science biomedical-image-processing computer-vision-algorithms deep-learning deep-neural-networks image-segmentation images keras-tensorflow machine-learning neural-networks python retinal-layer-segmentation segmentation
Language:Jupyter Notebook 78
rbalestr-lab / stable-pretraining
Reliable, minimal and scalable library for pretraining foundation and world models
computer-vision deep-learning self-supervised-learning computer-vision-algorithms contrastive-learning distributed foundation-models joint-embedding joint-embedding-predictive-architecture large-language-model multimodal-learning pytorch transformers stable-pretraining
Language:Python 65
serycjon / MFT
MFT: Long-Term Tracking of Every Pixel -- code for the WACV 2024 paper
computer-vision-algorithms
Language:Python 62
modd
bborja / modd
Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment
computer-vision computer-vision-algorithms semantic-segmentation segmentation obstacle-detection obstacle-avoidance unmanned-vehicles unmannec-surface-vehicles autonomous-vehicles benchmark dataset maritime-robots maritime marine-robotics multimodal-dataset deep-learning deep-neural-networks tensorflow evaluation-method deep-convolutional-neural-networks
Language:MATLAB 54
computer-vision-challenge
afondiel / computer-vision-challenge
A hands-on collection of computer vision projects for everyone.
computer-vision computer-vision-algorithms computer-vision-datasets computer-vision-opencv computer-vision-projects computer-vision-python computer-vision-tools computer-vision-hello-world computer-vision-challenge cv-challenge image-classification image-detection image-generation image-processing vision-models vision-transformer cnn lvm vlm
Language:Jupyter Notebook 52
aras62 / SF-GRU
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs
action-anticipation prediction autonomous-driving behavior-analysis computer-vision-algorithms
Language:Python 45
swtloc
ag-ds-bubble / swtloc
Python package for Stroke Width Transform - Localizing the Text (Letters & Words) in a Natural Image
bounding-boxes bubble-bounding-box computer-vision computer-vision-algorithms data-science image-processing ocr preprocessing python stroke-width-transform text-localization
Language:Python 40
forestsen / ARAPShapeManipulation
"As-Rigid-As-Possible Shape Manipulation" & "Implementing As-Rigid-As-Possible Shape Manipulation and Surface Flattening" source code
computer-graphics-algorithms computer-vision computer-vision-algorithms shape-manipulation
Language:C++ 37
maunesh / opencv-gui-parameter-tuner
Building a GUI tool to find the right parameters visually and quickly, for various Computer Vision algorithms
computer-vision opencv computer-vision-algorithms
Language:Python 33
samhaswon / skin_segmentation
This repository details the various methods I have attempted for skin segmentation.
ai computer-vision computer-vision-algorithms computer-vision-opencv computer-vision-tools deep-learning image-segmentation salient-object-detection skin-detection skin-segmentation ai-image-segmentation
Language:Python 33
big-nacho / dosage
Real time visual saliency detection ✨
computer-vision computer-vision-algorithms python saliency saliency-detection visual-saliency
Language:C 31
uzh-rpg / gg_ssms
[CVPR'25 Highlight] The official implementation of "GG-SSMs: Graph-Generating State Space Models"
computer-vision deep-learning dynamic-graphs event-based-vision eye-tracking graph-neural-networks image-classification machine-learning machine-learning-algorithms minimum-spanning-tree pytorch state-space-models time-series-forecasting cvpr2025 deep-neural-networks backbone vision-framework computer-vision-algorithms dynamical-systems modeling-dynamic-systems
Language:Python 28
cftang0827 / sky-detector
A non-deep learning sky detector method
opencv skylines computer-vision-algorithms detection segmentation
Language:Python 26
BlueDokk / Dullrazor-algorithm
Pre-processing technique called DullRazor for the detection and removal of hairs on dermoscopic images.
algorithms computer-vision-algorithms melanoma-detection opencv opencv-python python python3
Language:Python 25
srijarkoroy / VisionDash
Vision Dashboard - A One-Stop CV Learning Tool
computer-vision computer-vision-algorithms
Language:Python 25
rafaelcostafrf / UAV_3D_Virtual_Env
A 3D environment visual simulation for UAVS. Such visual simulation is particularly useful for machine learning and computer vision techniques.
vision control drones quadrotor uav uavsimulation gps mems navigation neural-network computer-vision-algorithms control-systems python 3d-graphics
Language:Python 21
carlosbeltran / EyeLib
The EYELib: A matlab-python library for Single View Metrology and auto-calibration algorithms and methods
singleviewmetrology computervision single-view-metrology multi-view-geometry vanishing-points computer-vision computer-vision-algorithms python-computer-vision bird-view-image eye eyelib auto-calibration self-calibration homography extrinsic-parameters intrinsic-parameters image-of-the-absolute-conic pinhole
Language:MATLAB 20
sdima1357 / bigraph_image_registration_demo
fast image registartion demo
computer-vision-algorithms image-processing robotics
Language:C++ 18
uga-ssrl / SSRLCV
The UGA SSRL's Computer Vision Software Collection
computer-vision cuda cubesatellite jetson 3d-reconstruction satellite-data cubesat-payload cubesat computervision computer-vision-algorithms jetson-tx2 jetson-tx2i jetson-nano gis gis-application
Language:Cuda 17
cynicphoenix / Harris-Corner-Detector
Harris Corner Detector is a corner detection operator that is commonly used in computer vision algorithms to extract corners and infer features of an image.
harris-corner-detector computer-vision corner-detection-operator extract-corners infer-features threshold computer-vision-algorithms
Language:Jupyter Notebook 15
Sinapsis-AI / sinapsis-trackers
Mono repo with sinapsis templates for object tracking
ai bytetrack computer-vision computer-vision-algorithms cotracker multiobject-tracking object-tracking sinapsis templates tracking tracking-by-detection
Language:Python 15
mkang315 / PK-YOLO
[WACV'25] Official implementation of "PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplane MRI Slices".
br35h-brain-tumor-detection-2020 computer-vision-algorithms deep-learning-framework deep-neural-networks detr focal-loss lesion-detection masked-autoencoder masked-image-modeling medical-image-analysis medical-image-computing medical-image-processing mri-brain multiplane-images object-detection pretrained-models pretraining self-supervised-learning sparse-convolution yolo
Language:Python 14
conan7882 / DeepVision-tensorflow
A deep learning package for computer vision algorithms built on top of TensorFlow
computer-vision-algorithms deep-learning tensorflow
Language:Python 11
bamert / openGPC
Implements the sparse stereo method Global Patch Collider by Shenlong Wang et al, CVPR 2016
stereo-matching stereo-vision hashing depth-estimation computer-vision computer-vision-algorithms
Language:C++ 10
ammarlodhi255 / image-captioning-system-to-assist-the-blind
An image captioning system that is able to predict and speak out a caption of an image taken by visually impaired.
computer-vision computer-vision-algorithms deep-learning image-captioning lstm-neural-network nlp nlp-machine-learning vgg16 bidirectional-lstm cnn resnet resnet-50 ml-web javascript css3 html5 javascript-es6
Language:Jupyter Notebook 9
DoG-saliency
tobybreckon / DoG-saliency
reference implementation of Real-time Salient Object Detection based on Division of Gaussians [Katramados/Breckon, 2011]
visual-saliency visual-salience computer-vision computer-vision-algorithms image-processing image-processing-python feature-extraction saliency saliency-detection saliency-prediction saliency-map saliency-maps saliency-model saliency-analysis gaussian-filter object-detection opencv
Language:Python 9

computer-vision-algorithms

Charmve / computer-vision-in-action

neuralmagic / sparseml

gmalivenko / awesome-computer-vision-models

Psarpei / Multi-Type-TD-TSR

Runinho / pytorch-cutpaste

Ikomia-dev / IkomiaApi

seung-lab / kimimaro

mkang315 / BGF-YOLO

MiXaiLL76 / faster_coco_eval

mkang315 / ASF-YOLO

beasygo1ng / OCT-Retinal-Layer-Segmenter

rbalestr-lab / stable-pretraining

serycjon / MFT

bborja / modd

afondiel / computer-vision-challenge

aras62 / SF-GRU

ag-ds-bubble / swtloc

forestsen / ARAPShapeManipulation

maunesh / opencv-gui-parameter-tuner

samhaswon / skin_segmentation

big-nacho / dosage

uzh-rpg / gg_ssms

cftang0827 / sky-detector

BlueDokk / Dullrazor-algorithm

srijarkoroy / VisionDash

rafaelcostafrf / UAV_3D_Virtual_Env

carlosbeltran / EyeLib

sdima1357 / bigraph_image_registration_demo

uga-ssrl / SSRLCV

cynicphoenix / Harris-Corner-Detector

Sinapsis-AI / sinapsis-trackers

mkang315 / PK-YOLO

conan7882 / DeepVision-tensorflow

bamert / openGPC

ammarlodhi255 / image-captioning-system-to-assist-the-blind

tobybreckon / DoG-saliency