Dominik Müller

icon indicating a website link www.linkedin.com/in/muellerdo icon indicating an email [email protected]

icon company University Augsburg icon location Germany - Augsburg icon location Research Associate in Medical Informatics - Research in Medical Image Analysis

Results 56 issues of Dominik Müller

Rerun & Update student examples

roadmap

Integrate a profiler?

scalene

enhancement

Pass optimizer to neural network class

enhancement

use tensorflow datasets for testing?

enhancement
discussion

Multi-modality for cache/numpy loader?

enhancement

Implement DataGenator with Database Random/Distribution drawing

enhancement

Integrate some kind of logging for later AutoML

enhancement
discussion

Drop support for volumentations and switch to batchgenerators

enhancement

utils.Visualizer - Add volume visualization

- [ ] Rename array visualization to image visualization - [ ] Update all calls of array visualization (XAI) - [ ] Add volume visualization as GIF

enhancement

XAI: Implement Score-Cam

https://arxiv.org/pdf/1910.01279.pdf https://www.kaggle.com/itoeiji/visual-explanations-gradcam-gradcam-scorecam https://github.com/tabayashi0117/Score-CAM https://pythonrepo.com/repo/keisen-tf-keras-vis-python-deep-learning-model-explanation

enhancement