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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.

cologne-trees-rest-api

API to request information about city trees in Cologne, Germany.

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.

covid-19-data-crawler

Get latest data updates of covid-19 numbers from different sources (with focus on Germany as of now).

crawler-mobility-reports

Get mobility data from different sources.

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.

keras-nlp-snippets

Short snippets of different nlp AI tasks written with Keras.

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.

single-image-esrgan

Enhance low-res images with enhanced super resolution ESRGAN.

single-image-srgan

Enhance single images with super-resolution GAN.

text-similarity

Get the similarity between 2 texts by n-grams and Longest Common Subsequences (LCS)

text-summarization-extractive

Summarize text documents based on extraction.

text-topics

Identify topics of text corpus and classify documents into topics with different methods.

tree-crown-detection

Identify trees crowns in aerial images with machine learning object detection.

wiki-cosmos

Collection of scripts and links regarding dbpedia/wikidata data retrieval

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