ChristophReich1996

Christoph Reich's repositories

Swin-Transformer-V2

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

Language:PythonMIT166 5 15

MaxViT

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [ECCV 2022].

Language:PythonMIT152 7 11

Involution

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

Language:PythonMIT103 6 13

Cell-DETR

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

Language:PythonMIT96 2 18

Semantic_Pyramid_for_Image_Generation

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Language:PythonMIT46 5 2

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].

Language:PythonMIT45 3 4

Mode_Collapse

Mode collapse example of GANs in 2D (PyTorch).

Language:PythonMIT37 4 1

OSS-Net

Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].

Language:PythonMIT24 40

Optical-Flow-Visualization-PyTorch

PyTorch implementation of the classical optical flow visualization by Baker et al. [ICCV 2007].

Language:PythonMIT20 30

SmeLU

PyTorch reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

Language:PythonMIT20 2 1

HyperMixer

PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].

Language:PythonMIT16 40

Yeast-in-Microstructures-Dataset

Official and maintained implementation of the dataset paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC 2023].

Language:PythonMIT12 1 1

Multi-StyleGAN

Official and maintained implementation of the paper "Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy" [MICCAI 2021].

Language:PythonMIT10 2 1

DeepFoveaPP_for_Video_Reconstruction_and_Super_Resolution

DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).

Language:PythonMIT9 2 3

FNet2D

FNet 2D: Scaling Fourier Transform Token Mixing To Vision

Language:PythonMIT7 20

Pade-Activation-Unit

PyTorch reimplementation of the paper "Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks" [ICLR 2020].

Language:PythonMIT5 10

SmeLU-Triton

Triton reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

Language:PythonMIT4 10

SMURF

PyTorch port (inference only) of the paper "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping" [CVPR 2021].

Language:PythonCC-BY-4.0300

3D_Baggage_Segmentation

This repo implements a 3D segmentation task for an airport baggage dataset.

Language:PythonMIT2 20

Scaling_Vision_Transformers_22B_Param

Reimplementation of the paper "Scaling Vision Transformers to 22 Billion Parameters" by Dehghani et al. [arXiv, 2023]

2 10

TYC-Dataset

Official and maintained implementation of the dataset paper "The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures" [ICCVW 2023].

Language:PythonCC-BY-4.02 10

Elektronik_Formelsammlung_TUD

Formelsammlung für das Modul Elektronik (TU Darmstadt).

MIT1 20

activation

Library for activation functions implemented in Triton/PyTorch

MIT010

gluon-cv

Gluon CV Toolkit

Language:PythonApache-2.0000

kornia

Geometric Computer Vision Library for Spatial AI

Language:PythonApache-2.0000

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Language:PythonApache-2.0000

myh264

[MLSys '22 artifact] an incremental x264 video encoder for video analytics

Language:C000

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

Language:PythonApache-2.0000

UniFormer

[ICLR2022] official implementation of UniFormer

Language:PythonApache-2.0000

vision

Datasets, Transforms and Models specific to Computer Vision

Language:PythonBSD-3-Clause000