computer-vision-algorithms

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Charmve /computer-vision-in-action

Sponsor

Star2.8k

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

machine-learning tutorial books computer-vision deep-learning neural-network notebook jupyter-notebook handbook pytorch transformer ipynb deep-learning-tutorial computer-vision-algorithms colab-notebook in-action charmve

UpdatedMay 27, 2024
Jupyter Notebook

neuralmagic /sparseml

Star2.1k

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

nlp sparsity tensorflow keras pytorch deep-learning-algorithms image-classification deep-learning-library pruning object-detection transfer-learning automl computer-vision-algorithms onnx deep-learning-models sparsification pruning-algorithms smaller-models sparsification-recipes

UpdatedJun 2, 2025
Python

gmalivenko /awesome-computer-vision-models

Star531

A list of popular deep learning models related to classification, segmentation and detection problems

machine-learning awesome computer-vision deep-learning machine-learning-algorithms image-classification awesome-list densenet resnet object-detection semantic-segmentation mixnet awesome-lists computer-vision-algorithms machine-learning-models nasnet diracnet sknet efficientnet proxylessnas

UpdatedMay 9, 2021

Psarpei /Multi-Type-TD-TSR

Star282

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition

nlp computer-science machine-learning natural-language-processing ocr computer-vision deep-learning algorithms machine-learning-algorithms image-processing nlp-machine-learning ocr-recognition computer-vision-algorithms ocr-python table-detection computer-vision-opencv table-detection-using-deep-learning table-structure-recognition

UpdatedSep 5, 2022
Jupyter Notebook

Runinho /pytorch-cutpaste

Star265

unoffical and work in progress PyTorch implementation of CutPaste

pytorch anomaly-detection computer-vision-algorithms mvtec-ad cutpaste

UpdatedMay 7, 2024
Python

Ikomia-dev /IkomiaApi

Star240

Deploy Computer Vision solutions with a few lines of code.

python opencv machine-learning computer-vision deep-learning tensorflow image-processing pytorch yolo object-detection human-pose-estimation computervision pose-estimation computer-vision-algorithms computer-vision-tools computer-vision-ai computer-vision-opencv detectron2 openmmlab

UpdatedDec 16, 2025
Python

seung-lab /kimimaro

Star181

Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)

python voxel image-segmentation centerline connectomics skeletons biomedical-image-processing skeletonization volumetric-data computer-vision-algorithms cross-section teasar medial-axis-transform centerline-extraction cross-section-area

UpdatedNov 13, 2025
C++

mkang315 /BGF-YOLO

Star140

[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".

deep-neural-networks yolo object-detection medical-image-computing medical-image-processing computer-vision-algorithms deep-learning-framework medical-image-analysis cbam lesion-detection bifpn medical-image-detection ciou-loss br35h-brain-tumor-detection-2020 gfpn afpn biformer bi-level-routing-attention giou-loss wiou-loss

UpdatedNov 20, 2025
Python

MiXaiLL76 /faster_coco_eval

Star136

Continuation of an abandoned project fast-coco-eval

python computer-vision evaluation coco evaluation-metrics computer-vision-algorithms lvis pycocotools crowdpose objects365 pycoco-evaluation sama-coco coco-rem

UpdatedOct 23, 2025
Python

rbalestr-lab /stable-pretraining

Star111

Reliable, minimal and scalable library for pretraining foundation and world models

computer-vision deep-learning transformers pytorch distributed computer-vision-algorithms multimodal-learning self-supervised-learning contrastive-learning joint-embedding foundation-models large-language-model joint-embedding-predictive-architecture stable-pretraining

UpdatedNov 18, 2025
Python

mkang315 /ASF-YOLO

Star104

[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

deep-neural-networks yolo medical-image-computing medical-image-processing cell-segmentation nucleus-detection computer-vision-algorithms instance-segmentation deep-learning-framework cell-detection medical-image-analysis data-science-bowl-2018 medical-image-segmentation nuclei-segmentation lesion-segmentation hematoxylin-eosin-staining breast-cancer-segmentation detection-segmentation-algorithm histopathology-image-analysis breast-cancer-cell

UpdatedDec 16, 2025
Python

beasygo1ng /OCT-Retinal-Layer-Segmenter

Star80

UNet based model that segment retina to 8 layers in OCT images

python machine-learning deep-neural-networks deep-learning images neural-networks segmentation image-segmentation biomedical-image-processing keras-tensorflow computer-vision-algorithms biomedical-data-science retinal-layer-segmentation

UpdatedApr 22, 2023
Jupyter Notebook

serycjon /MFT

Star64

MFT: Long-Term Tracking of Every Pixel -- code for the WACV 2024 paper

computer-vision-algorithms

UpdatedNov 15, 2024
Python

bborja /modd

Star57

Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment

benchmark deep-neural-networks computer-vision deep-learning tensorflow dataset segmentation autonomous-vehicles semantic-segmentation obstacle-avoidance evaluation-method computer-vision-algorithms obstacle-detection maritime deep-convolutional-neural-networks maritime-robots marine-robotics unmanned-vehicles unmannec-surface-vehicles multimodal-dataset

UpdatedJan 14, 2021
MATLAB

afondiel /computer-vision-challenge

Sponsor

Star55

A hands-on collection of computer vision projects for everyone.

computer-vision image-processing cnn image-classification image-generation image-detection lvm vlm computer-vision-algorithms computer-vision-tools computer-vision-opencv computer-vision-datasets vision-models vision-transformer computer-vision-python computer-vision-projects computer-vision-hello-world cv-challenge computer-vision-challenge

UpdatedNov 1, 2024
Jupyter Notebook

aras62 /SF-GRU

Star45

Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs

prediction behavior-analysis autonomous-driving computer-vision-algorithms action-anticipation

UpdatedOct 27, 2024
Python

ag-ds-bubble /swtloc

Star40

Python package for Stroke Width Transform - Localizing the Text (Letters & Words) in a Natural Image

python data-science ocr computer-vision image-processing preprocessing bounding-boxes computer-vision-algorithms stroke-width-transform text-localization bubble-bounding-box

UpdatedAug 17, 2023
Python

forestsen /ARAPShapeManipulation

Star37

"As-Rigid-As-Possible Shape Manipulation" & "Implementing As-Rigid-As-Possible Shape Manipulation and Surface Flattening" source code

computer-vision computer-vision-algorithms computer-graphics-algorithms shape-manipulation

UpdatedJul 10, 2019
C++

samhaswon /skin_segmentation

Star36

This repository details the various methods I have attempted for skin segmentation.

ai computer-vision deep-learning image-segmentation skin-segmentation skin-detection computer-vision-algorithms salient-object-detection computer-vision-tools computer-vision-opencv ai-image-segmentation

UpdatedDec 9, 2025
Python

maunesh /opencv-gui-parameter-tuner

Star33

Building a GUI tool to find the right parameters visually and quickly, for various Computer Vision algorithms

opencv computer-vision computer-vision-algorithms

UpdatedDec 23, 2016
Python

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computer-vision-algorithms

Here are 154 public repositories matching this topic...

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

rbalestr-lab /stable-pretraining

mkang315 /ASF-YOLO

beasygo1ng /OCT-Retinal-Layer-Segmenter

serycjon /MFT

bborja /modd

afondiel /computer-vision-challenge

aras62 /SF-GRU

ag-ds-bubble /swtloc

forestsen /ARAPShapeManipulation

samhaswon /skin_segmentation

maunesh /opencv-gui-parameter-tuner

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