Marc Rußwurm's repositories
S2preprocessing
A collection of python and bash scripts for downloading, preprocessing and uploading Sentinel images.
nearest-neighbor-tiselac
A nearest neighbor solution for the Time Series Land Cover Classification Challenge (Tiselac) without using Satellite Data
ICML19_TSW_Presentation
Presentation of the ICML2019 Time Series Workshop
data_visualization
A collection of my data visualizations, mostly in Python.
GphotoServer
Python/Flask based web app to control DSLRs using Gphoto2
ICML19_AI4SG_Poster
Poster of ICML AI for Social Good submission
ICML19_TSW_Poster
ICML2019 Time Series Workshop Poster on BreizhCrops dataset
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
MMAML-Classification
An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*, Shao-Hua Sun*, Hexiang Hu, and Joseph J. Lim
Multi-Scale-1D-ResNet
pytorch code of multi scale 1d resnet, we hope it will help your research
NeurIPS18_STWS_Poster
Poster at NeurIPS18 Spatiotemporal Workshop
NeurIPS18_STWS_Presentation
Poster teaser presentation at NeurIPS18 Spatiotemporal Workshop
OATML19_Presentation
Presentation at Oxford Applied and Theoretical Machine Learning group (OATML)
template
This is the repository for the distill web framework
tensorflow-convlstm-cell
A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.
tslearn
A machine learning toolkit dedicated to time-series data