Karol-G
Machine Learning Engineer/Researcher at the German Cancer Research Center (DKFZ)
German Cancer Research Center (DKFZ)Heidelberg, Germany
Pinned Repositories
contrastive-unpaired-translation-1
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Gcam
Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.
i3Deep
pyKmux
A small and simple python script to automatically renew a kerberos ticket in a tmux session
Unity-Mesh-Manipulation-Project
M3d-Cam
mzarr
napari-sam
ParticleSeg3D
patchly
A grid sampler for larger-than-memory N-dimensional images
Karol-G's Repositories
Karol-G/Gcam
Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.
Karol-G/i3Deep
Karol-G/contrastive-unpaired-translation-1
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Karol-G/pyKmux
A small and simple python script to automatically renew a kerberos ticket in a tmux session
Karol-G/block.bootstrap.pytorch
BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models
Karol-G/batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
Karol-G/blur_detector
python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017
Karol-G/bsub
python wrapper to submit jobs to bsub (and later qsub)
Karol-G/camila_paper
Karol-G/contrastive-unpaired-translation
Karol-G/cookiecutter-python
Cookiecutter for python projects
Karol-G/DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
Karol-G/GaNDLF
A generalizable application framework for segmentation, regression, and classification using PyTorch
Karol-G/Gcam_cat_dog_examples
Karol-G/hubmap
Karol-G/imagecodecs
Image transformation, compression, and decompression codecs. Forked from https://pypi.org/project/imagecodecs
Karol-G/Lifelong-nnUNet
Karol-G/napari-hide-layer-test
Karol-G/napari-lazy-openslide
Lazily load multiscale whole-slide images with openslide and dask
Karol-G/napari-split-blob-labels
Karol-G/nnUNet_mzz
Karol-G/pycairo
Python bindings for cairo
Karol-G/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Karol-G/ScaledYOLOv4
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Karol-G/seminar
Karol-G/settlers-remake
A Remake of "The Settlers III" for Windows, Linux, Mac and Android
Karol-G/StainTools
Tools for tissue image stain normalisation and augmentation in Python 3
Karol-G/very_important_repo
Karol-G/Yolo-Risiko
Karol-G/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite