aliechoes
PhD Candidate in Bioinformatics with focus on Deep Learning and Computer Vision
RocheMunich, Germany
aliechoes's Stars
lightly-ai/lightly
A python library for self-supervised learning on images.
marrlab/scifAI
scifAI: An explainable AI python framework for the analysis of multi-channel imaging data
albumentations-team/albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
slowkow/harmonypy
🎼 Integrate multiple high-dimensional datasets with fuzzy k-means and locally linear adjustments.
pytorch/captum
Model interpretability and understanding for PyTorch
taivop/awesome-data-annotation
A list of tools for annotating data, managing annotations, etc.
utkuozbulak/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
broadinstitute/deepometry
Image classification for imaging flow cytometry.
theislab/interactive_plotting
Po-Hsun-Su/pytorch-ssim
pytorch structural similarity (SSIM) loss
AhmadQasim/SimCLR
PyTorch implementation of SimCLR. Forked from https://github.com/Spijkervet/SimCLR
kazuto1011/grad-cam-pytorch
PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)
Time0o/colorful-colorization
A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al.
marrlab/InstantDL
InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification
alexxijielu/paired_cell_inpainting
Self-supervised learning for microscopy images