Find open-source science resources
A directory of tools, AI models, datasets, and research resources for biotech, bioinformatics, and other scientific fields. Aggregated from curated GitHub awesome-lists, HuggingFace, bio.tools, Bioconductor, and more.
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Conspecta is a browser-based research platform that brings microscopy image analysis, flow cytometry, molecular biology, sample tracking, and publication-ready figures into one connected workspace. It replaces the patchwork of disconnected tools most labs assemble, so a lab's data, samples, and results stay linked from experiment to figure with full traceability. Built for imaging-heavy and flow-heavy biology labs, new PIs, and early-stage biotech. Research-focused, not regulated or clinical. Free for you and one collaborator, every workspace included. Paid plans open it to the whole lab and add additional storage, AI object detection, external integrations via API, and bring-your-own AI assistant integration.
Desktop viewer for microscopy and whole slide pathology images on Windows and macOS. Opens whole slide scanner formats (Aperio SVS, Hamamatsu NDPI, MIRAX MRXS, Leica SCN, Ventana BIF) alongside acquisition formats (Zeiss CZI, Nikon ND2, DICOM, TIFF/OME-TIFF) in a single application, providing pyramid navigation of gigapixel images, metadata inspection, calibrated measurements, annotations, and on-device segmentation and object counting.
Gelyze is a web-based image analysis tool for agarose gel electrophoresis of nucleic acids. A user uploads a gel image, confirms the proposed lane positions and the ladder baseline, and a deterministic algorithm then estimates fragment size from ladder calibration and quantifies relative band intensity by densitometry. Measurement and interpretation are kept separate: the numbers come from the algorithm, and an assistive AI layer explains the resulting pattern in plain language without producing any of the values. For research use only.