pi-stepien's starred repositories

SegGPT-FineTune

Fine-tune SegGPT model with custom datasets

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uv

An extremely fast Python package installer and resolver, written in Rust.

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hadolint

Dockerfile linter, validate inline bash, written in Haskell

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grobid

A machine learning software for extracting information from scholarly documents

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cellseg_models.pytorch

Encoder-Decoder Cell and Nuclei segmentation models

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deconvolution

Python module for performing (automatic) colour deconvolution.

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HistomicsTK

A Python toolkit for pathology image analysis algorithms.

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DeepSlice

A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.

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nbstripout

strip output from Jupyter and IPython notebooks

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aizynthfinder

A tool for retrosynthetic planning

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faiss

A library for efficient similarity search and clustering of dense vectors.

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paper-qa

LLM Chain for answering questions from documents with citations

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Matcher

[ICLR'24] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching

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SAMed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

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MedSAM

Segment Anything in Medical Images

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data-centric-ai

Resources for Data Centric AI

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RFNext

RF-Next: Efficient Receptive Field Search for CNN(TPAMI2022, CVPR2021) Try it, you wouldn't regret it!

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Personalize-SAM

Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds

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Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

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SeBRe

Developing a Brain Atlas through Deep Learning

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rdkit

The official sources for the RDKit library

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pymde

Minimum-distortion embedding with PyTorch

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Dicom_RT_and_Images_to_Mask

Tools to help with the conversion of DICOM images, RT Structures, and dose to useful Python objects. Essentially DICOM to NumPy and SimpleITK Images

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stardist

StarDist - Object Detection with Star-convex Shapes

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rt-utils

A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.

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platipy

Processing Library and Analysis Toolkit for Medical Imaging in Python

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pydicomext

Extensions to Python module to loading DICOM files

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