Scientific Software
Updated 6 months ago

DetecTree — Peer-reviewed • Rank 13.0 • Science 93%

DetecTree: Tree detection from aerial imagery in Python - Published in JOSS (2020)

Mathematics
Scientific Software · Peer-reviewed
Scientific Software
Updated 6 months ago

Annotate-Lab — Peer-reviewed • Rank 8.2 • Science 93%

Annotate-Lab: Simplifying Image Annotation - Published in JOSS (2024)

Updated 6 months ago

pyclesperanto • Rank 14.9 • Science 59%

GPU-accelerated Image Processing library for Python

Updated 6 months ago

smriprep • Rank 16.8 • Science 49%

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

Updated 6 months ago

kelp-o-matic • Rank 11.0 • Science 54%

Segmentation Tools for Remotely Sensed RPAS Imagery

Updated 6 months ago

k-net • Rank 6.2 • Science 54%

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

Updated 5 months ago

https://github.com/smups/rustronomy-watershed • Rank 10.8 • Science 26%

Rustronomy-watershed is a pure-rust implementation of the segmenting and merging watershed algorithms

Updated 5 months ago

btp-ai-sustainability-bootcamp • Rank 6.8 • Science 26%

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

Updated 5 months ago

imageseg • Rank 8.5 • Science 23%

R package for deep learning image segmentation

Updated 5 months ago

https://github.com/broadinstitute/keras-rcnn • Rank 13.6 • Science 10%

Keras package for region-based convolutional neural networks (RCNNs)

Updated 5 months ago

https://github.com/bmcv/superdsm • Science 36%

SuperDSM is a globally optimal segmentation method based on superadditivity and deformable shape models for cell nuclei in fluorescence microscopy images and beyond.

Updated 5 months ago

https://github.com/compvis/unsupervised-part-segmentation • Science 10%

Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"

Updated 5 months ago

https://github.com/cvi-szu/ccam • Science 23%

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

Updated 6 months ago

pyhistology • Science 67%

Python package that uses colorspace-based segmentation to analyze histopathology images.

Updated 5 months ago

https://github.com/ai-forever/aggme • Science 13%

Aggregation framework for annotating datasets in computer vision tasks (detection, segmentation, video captioning etc.)

Updated 5 months ago

https://github.com/cedrickchee/tgs-saltnet • Science 10%

Kaggle | 22nd place solution for TGS Salt Identification Challenge

Updated 6 months ago

basketball_detector • Science 44%

:basketball: BasketballDetector implementation using a segmentation approach

Updated 6 months ago

iddroadsegmentation • Science 54%

Distinguishing Urban Roads from Non-Road Regions in the Indian Driving Dataset(IDD) Using Binary Deep Learning Segmentation 🛣️

Updated 5 months ago

https://github.com/clesperanto/clic • Science 49%

GPU-accelerated Image Processing library for C++

Updated 6 months ago

aapi_code • Science 26%

A local application frontend and a backend server based on U-Net and Dectectron2 as a solution to the auto annotation of pathology images (Columbia Data Science Institute Fall 2020 Capstone Project)

Updated 6 months ago

motila • Science 67%

Pipeline for analyzing microglial fine process motility from 4D/5D multi-photon imaging data

Updated 6 months ago

hbb2obb • Science 54%

📦 HBB2OBB is a Python library for converting horizontal (axis-aligned) bounding boxes to oriented (rotated) bounding boxes using SAM-based segmentation. Includes tools for visualization, evaluation, format conversion, and hyperparameter tuning.

Updated 6 months ago

egsis • Science 26%

EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

Updated 6 months ago

aladdin_cmr_la • Science 49%

Source code for Aladdin, a complete workflow for 3D MRI left atrium motion analysis

Updated 6 months ago

lazylabel • Science 44%

An image segmentation GUI that leverages SAM to prepare ML ready tensors

Updated 5 months ago

https://github.com/association-rosia/stranger-sections-2 • Science 13%

Machine Learning challenge to classify and segment kerogen macerals in thin rock sections, using labeled and unlabeled images. Focused on identifying liptinite, vitrinite, and inertinite types, the competition emphasizes model accuracy measured by the Jaccard Score to enhance sedimentary rock analysis and hydrocarbon exploration.