Karin Hoehne's repositories
tree-crown-detection
Identify trees crowns in aerial images with machine learning object detection.
single-image-ESRGAN
Enhance low-res images with enhanced super resolution ESRGAN.
covid-19-data-crawler
Get latest data updates of covid-19 numbers from different sources (with focus on Germany as of now).
cologne-trees-REST-API
API to request information about city trees in Cologne, Germany.
crawler-NRW-aerial-images
Crawl aerial images (published by Bezirksregierung NRW) of a selected bounding box or city in North Rhine-Westphalia and save tiles of those images on the fly with reduced resolution.
text-similarity
Get the similarity between 2 texts by n-grams and Longest Common Subsequences (LCS)
cologne-tree-map
Comprehensive data analysis and visualization of the distribution of urban trees. (Based on heavily enriched data of the official tree inventories of Cologne, Germany.)
cologne-trees-data
Create dataset of trees in Cologne, Germany.
single-image-SRGAN
Enhance single images with super-resolution GAN.
keras-nlp-snippets
Short snippets of different nlp AI tasks written with Keras.
text-summarization-extractive
Summarize text documents based on extraction.
text-topics
Identify topics of text corpus and classify documents into topics with different methods.
cologne-trees-static-API
Request aggregated static JSON data of trees in Cologne, Germany by endpoints.
cosine-similarity-search
Search short texts by cosine similarity of n-gram chars.
crawler-mobility-reports
Get mobility data from different sources.
notes-on-modular-news
Collection of notes and basic considerations about modular news / structured journalism.
scholar-data-ingest
Ingest data of academic papers.
simple-image-classifier
Simple image classifier scripts using scikit-learn and Keras.
simple-keras-ner
Simple NER scripts using Keras
simple-rest-api
A very simple Python REST API using werkzeug and jsrpc
simple-spacy-ner
Simple NER scripts using spaCy
single-image-cycleGAN
Unpaired image-to-image translation with cycleGAN using Keras.
wiki-cosmos
Collection of scripts and links regarding dbpedia/wikidata data retrieval