Name: Christoph Reich
Type: User
Company: Technical University of Munich
Bio: Ph.D. Student @ Technical University of Munich, Technische Universität Darmstadt & University of Oxford | Prev. NEC Labs
Twitter: ChristophR1996
Location: Germany
3d_baggage_segmentation
This repo implements a 3D segmentation task for an airport baggage dataset.
activation
Library for activation functions implemented in Triton/PyTorch
binary-segmentation-of-large-scale-3d-volumes
This repo implements a 3D segmentation task for an airport baggage dataset.
cell-detr
Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].
cv2_cheatsheet_tud
Cheatsheet for the lecture Computer Vision at TU Darmstadt
deepfoveapp_for_video_reconstruction_and_super_resolution
DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).
dirac-gan
PyTorch reimplementation of the DiracGAN proposed in the paper "Which Training Methods for GANs do actually Converge?" [ICML 2018].
dl4nlp_cheatsheet_tud
Cheatsheet for the lecture Deep Learning for Natural Language Processing at TU Darmstadt
ecg_classification
Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022, EMBC 2023].
elektronik_formelsammlung_tud
Formelsammlung für das Modul Elektronik (TU Darmstadt).
fnet2d
FNet 2D: Scaling Fourier Transform Token Mixing To Vision
gluon-cv
Gluon CV Toolkit
hypermixer
PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].
involution
PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].
kornia
Geometric Computer Vision Library for Spatial AI
latex_auto_compile
Short python script for auto compiling Latex files.
maxvit
PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [ECCV 2022].
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
mode_collapse
Mode collapse example of GANs in 2D (PyTorch).
multi-stylegan
Official and maintained implementation of the paper "Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy" [MICCAI 2021].
myh264
[MLSys '22 artifact] an incremental x264 video encoder for video analytics
neural_network_cpp
Neural network from scratch in C++.
optical-flow-visualization-pytorch
PyTorch implementation of the classical optical flow visualization by Baker et al. [ICCV 2007].
oss-net
Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].
pade-activation-unit
PyTorch reimplementation of the paper "Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks" [ICLR 2020].
plotneuralnet
Latex code for making neural networks diagrams
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
scaling_vision_transformers_22b_param
Reimplementation of the paper "Scaling Vision Transformers to 22 Billion Parameters" by Dehghani et al. [arXiv, 2023]
semantic_pyramid_for_image_generation
PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].
simple_logistic_regression
Simple logistic regression model with autograd for Statistics II
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
