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OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

Jupyter Notebook 7,036 1,069 Updated Aug 6, 2024

code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets

Python 51 8 Updated Jan 31, 2022

Retinal image processing with python and opencv

Python 15 5 Updated May 18, 2019

Attention Unet model with post process for retina optic disc segmention

Python 80 25 Updated Apr 12, 2019

ACCV'18 workshop - Synthesizing New Retinal Symptom Images by Multiple Generative Models

Python 8 Updated Dec 25, 2019

A framework for data augmentation for 2D and 3D image classification and segmentation

Jupyter Notebook 1,110 223 Updated Nov 7, 2024

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on d…

Python 1,314 296 Updated Jun 17, 2024

Code for our ISBI 2019 paper on Artery/Vein classification with uncertainty predictions

Python 20 5 Updated Apr 4, 2019

A transfer learning approach for segmenting images using U-Net model

Python 37 10 Updated Jun 23, 2018

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Python 6,301 1,806 Updated Aug 6, 2023

Deep Reinforcement Learning (DRL) agents applied to medical images

Python 178 70 Updated Oct 5, 2020

python tool to extract smoothed centerlines from polygons

Python 195 49 Updated Jun 15, 2022

A new segment-level loss for accurate retinal vessel segmentation

Python 36 19 Updated Oct 24, 2018

Calculate the polygon's centerline

Python 277 55 Updated Sep 14, 2024