Name: Marc Aubreville
Type: User
Company: Technische Hochschule Ingolstadt
Bio: I'm a professor at Ingolstadt Technical University, working mostly on pathology image recognition.
Twitter: maubreville
Location: Ingolstadt, Germany
Blog: https://deepmicroscopy.org
Marc Aubreville's Projects
Examples to calculate class activation maps with pytorch using pre-trained models (ResNet-18) on ImageNet
Tools for Confocal laser endomicroscopy
CONRAD Repository
Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".
An open source online platform for collaborative image labeling of almost everything
Rest API sync with the EXACT Server https://github.com/ChristianMarzahl/Exact
The code of Improving Factual Completeness and Consistency of Image-to-text Radiology Report Generation
A package for working with a Piko Inverter from Kostal
Crawl & Visualize ICLR 2023 Data from OpenReview
Latex template for the MIDL Conference
Code for our BVM Paper entitled "Learning New Tricks from Old Dogs - Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment"
Repository with all code and result files from our paper "Determination of the Mitotically Most Active Region for Computer-Aided Mitotic Count"
Most popular metrics used to evaluate object detection algorithms.
Some experiments with object detection in PyTorch
C library for reading virtual slide images
pyExifToolGui is a python pyside graphical frontend for the excellent open source command line tool ExifTool
Code made available from my PhD thesis
Alternative training set for the TUPAC16 auxiliary mitotic figure data set
Robust quad-tree based registration on whole slide images