Lennart Maack's repositories
domain_adaptation
Repository with different SOTA domain adaptation methods for polyp segmentation
Efficient-Anatomy-Segmentation-w-Multi-Teacher-KD
Efficient Anatomy Segmentation with Multi-Teacher Knowledge Distillation
ByteTrack_own
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
ContrastiveSeg
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
GANs-Pytorch
This repository contains different Generative adversarial network (GAN) architectures and functions for dataloading, training and evaluating GANs
SkinDiseaseApp
(Developed in 2020/21) - Web Application (HTML, CSS, JS, Python Flask) which can distinguish between different skin diseases using a Convolutional Neural Network (Pytorch)
Lennart-Ma
Config files for my GitHub profile.
Maze-Challenge
A Lego EV3 Mindstorm robot with distance, color and gyro sensor needs to navigate through an unkown Maze. The code is written such that it fulfills the requirements of modular design and object oriented programming.
OASIS
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
SPADE
Semantic Image Synthesis with SPADE
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
trackformer
Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]