Building AI for chemistry @Beilstein-Institut · Visiting Scientist @Steinbeck-Lab · Making useful stuff for everyone
DECIMER-Image_Transformer. DECIMER Image Transformer is a deep-learning-based tool designed for automated recognition of chemical structure images. Leveraging transformer architectures, the model converts chemical images into SMILES strings, enabling the digitization of chemical data from scanned documents, literature, and patents.
386DECIMER-Image-Segmentation. Chemical structure detection and segmentation tool for Journal articles.
147DECIMER-Image-to-SMILES. The repository contains the network and the related scripts for encoder-decoder based Chemical Image Recognition
105ChemAudit. ChemAudit helps researchers validate, standardize, and assess the quality of chemical structures before using them in machine learning models or chemical databases. Upload individual molecules or batch process up to 1 million compounds with real-time progress tracking.
63OCSR_Review. This repository contains the information related to the benchmark study on openly available OCSR tools
45MARCUS. Molecular Annotation and Recognition for Curating Unravelled Structures
30DECIMER-Java. Deep Learning for Chemical Image Recognition (DECIMER)
19Decimer-Python. Deep Learning for Chemical Image Recognition (DECIMER) - Python scripts
8DECIMER_Short_Communication. Python
5WhichMovieToWatch. An Open Movie suggestion website which suggests a movie to watch
4Decimer-Official-Site. The official project page of DECIMER: Deep Learning for Chemical Image Recognition
4cheminf-jena-logos. This repository contains logos for the tools and projects created and maintained by the Steinbeck group at Friedrich-Schiller University, Jena.
2Tensorflow-2.0-installation-with-CUDA-support. A detailed step by step guide to install Tensorflow-2.0-gpu with CUDA Drivers on Ubuntu Server/ Desktop LTS
2JenaMensa. 🍽️ Smart university cafeteria menu finder for Jena, Germany. Compare mensa menus with nutrition info (USDA API), dietary filtering, and multi-language support. Features automated daily caching for lightning-fast responses. Built with Flask, React, Docker & Nginx. Live at jenamensa.online
2CDK-iwomi-demo. JavaScript
1OpenSysGen. A tool for systematic conformer generation
1bozen-tputorial. Toying around with TPU on GKE
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