Tools landscape

Desktop app (formerly EcoAssist) that runs MegaDetector and species models without coding.

Web platform for managing camera-trap projects, with Camtrap DP export and a route to GBIF publication.

Esri solution templates for wildlife management workflows in ArcGIS.

Cloud platform for analysing passive acoustic monitoring recordings (Rainforest Connection).

AI identification of bird sounds (Cornell Lab of Ornithology and TU Chemnitz).

Searchable directory of conservation technology tools and resources.

Viewer and download portal for Copernicus Sentinel satellite data.

Open-source R package for continuous-time movement modelling and home ranges.

Project for identifying European species in camera-trap images (CNRS).

Platform that brings tracking, sensor and ranger data together for protected-area management.

Global bird observation database and checklist app (Cornell Lab of Ornithology).

Open-source, self-hosted web app for camera-trap projects, sites, devices and annotations (Natural Solutions).

European network that pools camera-trap data across research groups.

Global open-access infrastructure for biodiversity occurrence data.

Online platform with maps and data on forest change.

Cloud platform for analysing large archives of satellite imagery.

Citizen-science platform for recording observations, with community identification.

Repository of public labelled datasets for conservation machine learning.

Open-source model that detects animals, people and vehicles in camera-trap images.

Free platform for managing, sharing and archiving animal tracking data (Max Planck Institute of Animal Behavior).

Open-access information system for marine biodiversity data.

Platform for recording wildlife observations, with validation of records.

Open-source tools for building mobile data-collection forms.

Open-source software that turns drone images into maps and 3D models.

Free, open-source desktop GIS.

Software for viewing, measuring and annotating sounds (Cornell Lab of Ornithology).

Tools for ranger patrol data and protected-area management.

Open-source species classifier for camera-trap images (Google).

Esri app for form-based field data collection.

Free, open-source desktop tool for tagging camera-trap images and video locally (University of Calgary).

Open-source, self-hostable web application for camera-trap data (Open Science Conservation Fund).

Hosted camera-trap platform with automatic species identification, human review and Camtrap DP 1.0 export (maintains this site).

Open-source Wildbook software for identifying individual animals from photos.

Commercial acoustic recorders and Kaleidoscope analysis software.

Cloud platform for uploading, AI-classifying and sharing camera-trap data, run by a conservation partnership.

Community-maintained directory of conservation-tech products, projects and organisations.

Citizen-science platform often used to crowd-classify camera-trap images.