Mbaza AIMbaza AI is a free, open-source AI tool for rapid biodiversity monitoring. Classify camera trap images with up to 96% accuracy — works fully offline, no internet required.(0)0
H HiveeyesHiveeyes is a free, open source DIY toolkit for beehive monitoring using Arduino hardware, MQTT telemetry, InfluxDB, and Grafana. Self-hosted, no vendor lock-in.(0)0
FungIDFungID is a free, open-source app that uses deep learning to identify mushrooms and fungi. Features 3.5M+ training images, local heatmaps, edibility guides, and offline support.(0)0
NINA – Nighttime Imaging 'N' AstronomyNINA (Nighttime Imaging 'N' Astronomy) is a free, open-source astrophotography suite offering automated equipment control, sequencing, plate-solving, and deep-sky object planning for Windows.(0)0
F FreeCADFreeCAD is a free, open-source parametric 3D CAD application for mechanical engineering, product design, BIM, FEM analysis, and CNC machining.(0)0
WhatsHapWhatsHap is an open-source bioinformatics tool for phasing genomic variants using DNA sequencing reads, supporting PacBio, Nanopore, and Illumina data.(0)0
VinduinoVinduino is a GPL-licensed Arduino-based platform for monitoring soil moisture and salinity across multiple depths and locations to optimize farm irrigation.(0)0
Voxel51Voxel51's FiftyOne helps ML engineers curate, annotate, and evaluate visual datasets to maximize AI model performance. Open source with enterprise-grade security.(0)0
OpenCRAVATOpenCRAVAT is a free, open-source platform for genomic variant annotation and analysis. Install via pip, BioConda, Docker, AWS, or Azure for scalable bioinformatics workflows.(0)0
DatasetteDatasette is a free, open source multi-tool that lets you explore, analyze, and publish data as interactive websites and JSON APIs. Supports CSV, JSON, and database imports.(0)0
