md-121
Ph.D. student at University of Cologne. Applying AI to biological and medical challenges at Center for Molecular Medicine Cologne (CMMC).
University of Cologne - @bozeklabGermany
Pinned Repositories
worm-poses
worm-swin
Repository for WormSwin: Instance segmentation of C. elegans using vision transformer as appeared in Nature Scientific Reports 2023.
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
yellow-sticky-traps-dataset
Yellow Sticky Traps Dataset with improved annotations. Based on: "Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection" by A.T. Nieuwenhuizen et. al.
yellow-sticky-traps-detection
Code for our paper Faster R-CNN and EfficientNet for Accurate Insect Identification in a Relabeled Yellow Sticky Traps Dataset
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
SignCraft
A mod with a variety of signs.
deepgraphpose
DeepGraphPose
md-121's Repositories
md-121/yellow-sticky-traps-dataset
Yellow Sticky Traps Dataset with improved annotations. Based on: "Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection" by A.T. Nieuwenhuizen et. al.
md-121/yellow-sticky-traps-detection
Code for our paper Faster R-CNN and EfficientNet for Accurate Insect Identification in a Relabeled Yellow Sticky Traps Dataset