Colour Palettes Inspired by Sea Slugs and Nudibranchs of NSW

Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model

⚠️ HawkEars 1.0 (obsolete). See HawkEars 2.0 → https://github.com/jhuus/HawkEars

Bioacoustic Recognizer Toolkit

Scan audio recordings and identify birds, amphibians and other classes.

Awesome list of rstats skills for AI workflows

describe vocal phenology in passively-collected acoustic data

BirdNET V3.0 developer preview models and code

Write reusable, composable and modular R code

Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify subjects within camera trap field data and can handle both ima…

This repository contains all code related to the pipeline for signal discovery/training data creation outlined in Ziegenhorn et al. (2025)

AI models trained by Google to classify species in images from motion-triggered wildlife cameras.

iNatSounds Datasets

iNatSounds Dataset

AVES: Animal Vocalization Encoder based on Self-Supervision

The duckdb R package

Self-supervised Audiovisual Representation Learning for Remote Sensing Data

Azure extension for DuckDB

🎧 Open source music streaming app! Available for both desktop & mobile!

Shiny-based desktop application to process audio data and facilitate automatic detection and human review of vocalizations of several dozen species native to the Pacific Northwest, USA. Run through…

Understand yolov8 structure,custom data traininig

A python program to automatically detect fish sounds in passive acoustic recordings.

An Animal Independent Deep Learning Framework for Bioacoustic Signal Segmentation and Classification Including a Detailed User-Guide

Find mounted SD cards and do a data transfer to a local or Globus destination

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

A python api for BirdNET-Lite and BirdNET-Analyzer

flexible occupancy estimation in R