10000 ajinkya-kulkarni (Ajinkya Kulkarni) / Starred · GitHub
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a cutting-edge cell segmentation model specifically designed for single-molecule resolved spatial omics datasets. It addresses the challenge of accurately segmenting individual cells in complex ima…

Python 63 6 Updated May 5, 2025
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Evaluation of Multimodal Model Perceptual Abilities: A Survey

Python 12 Updated Apr 23, 2025

Few-Shot Object Detection with Transformer

Python 10 4 Updated Jan 3, 2024

Source code for DeepCSeg plug-in for CellProfiler

Python 4 Updated Apr 20, 2021

Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts

Python 18 6 Updated Nov 6, 2020

This repo is a packaged version of the Yolov9 model.

Python 89 11 Updated Apr 7, 2025
Python 96 22 Updated Jun 13, 2023

CenterSAM: Fully Automatic Prompt for Dense Nucleus Segmentation

Jupyter Notebook 3 1 Updated Mar 6, 2024

A python algorithm for tracking cells in 3D time lapse images.

Python 59 10 Updated Apr 8, 2025

A deep learning model for single cell segmentation from microsopy images.

Jupyter Notebook 35 6 Updated May 6, 2025

Codebase for "A Foundation Model for Cell Segmentation"

Python 85 13 Updated Apr 2, 2025

NuLite - Lightweight and Fast Model for Nuclei Instance Segmentation and Classification

Python 23 Updated Aug 16, 2024

Encoder-Decoder Cell and Nuclei segmentation models

Python 91 4 Updated May 6, 2025
Jupyter Notebook 45 9 Updated Feb 14, 2025

Cell tracking and segmentation software

Python 113 16 Updated May 1, 2025
Python 70 18 Updated Apr 30, 2025

Scalable Instance Segmentation using PyTorch & PyTorch Lightning.

Python 136 21 Updated Apr 22, 2025

StarDist PyTorch

Python 47 6 Updated Nov 13, 2022

A deep-learning pipeline for segmentation of ambiguous microscopic images.

Jupyter Notebook 59 11 Updated May 6, 2025

UNet script, model, sample data

Python 13 13 Updated Feb 19, 2025

Deep Learning Library for Spot Detection

Python 19 4 Updated Mar 15, 2024

VMamba: Visual State Space Models,code is based on mamba

Python 2,578 179 Updated Mar 7, 2025

Sub-cellular spatial transcriptomics Cell Segmentation

Python 64 6 Updated Oct 1, 2023

Biologically-informed deep learning for cell segmentation of subcelluar spatial transcriptomics data

Python 42 7 Updated Jul 16, 2024

Lightweight, open-source, high-performance Yolo implementation

Python 26 4 Updated Apr 24, 2025

A simple, fully convolutional model for real-time instance segmentation.

Python 5,114 1,320 Updated Nov 6, 2023

Unsupervised segmentation of cells and nuclei their in complex tissue samples

Jupyter Notebook 5 2 Updated Apr 26, 2025

[CVPR 2025] Mr. DETR: Instructive Multi-Route Training for Detection Transformers

Python 72 1 Updated Apr 15, 2025
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