ekokrati

Microsoft AI for Good Lab's open-source biodiversity research hub providing AI models, edge devices, and tools for wildlife monitoring and conservation, including MegaDetector (camera trap animal detection), SPARROW (species recognition), PytorchWildlife (conservation AI toolkit), and bioacoustics analysis pipelines (1K+ stars)

A representation of variables appearing in models in the environmental research space.

BOLD-Local-DB converts the public TSV/tar.gz data package downloaded from BOLD Systems into a local, indexed SQLite database that can be searched entirely offline. It has two components: a Creator (desktop GUI) that filters, imports, indexes, and optionally adds full-text search to the downloaded data; and a local web viewer for advanced field search, full-text search, batch search by term list, and CSV/FASTA export. Intended for researchers who need to query large BOLD exports (DNA barcode records, taxonomy, collection metadata) repeatedly without depending on an internet connection or BOLD's rate limits.

MiRA (Multilayer Interactive Rendering Application) is a free, browser-based, installation-free tool for interactive visualisation of multilayer networks in ecology and biology. While developed with biology in mind, MiRA can render any multilayer network. Available as a standalone web app and also fully integrated into the emln R package.

PhenoVisionL is a Vision Transformer (ViT-Large) model fine-tuned to detect leaf phenological states in plant photographs: green leaves, colored (senescent) leaves, and breaking leaf buds. It was trained on 165,988 iNaturalist records of deciduous woody plants using a two-stage semi-supervised…