wildlife-datasets
Wildlife re-id toolkit
A toolkit providing datasets and utilities for training machine learning models in wildlife individual re-identification.
WildlifeDatasets: An open-source toolkit for animal re-identification
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Language: Jupyter Notebook
last commit: almost 2 years agoLinked from 1 awesome list
datasetdatasetsdeep-learningecologyecology-modellingmachine-learning
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 wildlife-dynamics/ecoscope | A software package for analyzing and visualizing wildlife movement data and environmental conservation data | 26 |
 microsoft/cameratraps | A deep learning framework for wildlife conservation that integrates camera-trap data analysis with machine learning models. | 790 |
| microsoft/aerial_wildlife_detection | An active learning framework for annotating images and training machine learning models to detect wildlife in aerial images | 230 |
 wildeyeconservation/traptagger | An AI-powered web application for processing camera-trap images and classifying wildlife species | 32 |
 adamlilith/enmsdmx | Tools and functions for modeling species distributions and niches using spatial data analysis | 25 |
 wildmeorg/scoutbot | A computer vision project for tracking wildlife using AI and machine learning techniques | 5 |
| wildmeorg/wildbook-ia | An image analysis system that uses machine learning to identify and classify animals in images | 78 |
 lter/lterdatasampler | A collection of curated environmental datasets from US LTER sites, designed for teaching and training in data science. | 48 |
 birdlifeinternational/track2kba | A package to analyze tracking data and identify areas of importance for biodiversity conservation. | 11 |
 qraat/qraat | Software for animal tracking and management using machine learning and sensor data | 4 |
 dbd-research-group/birdset | A collection of audio classification datasets for bird sound recognition, including data preparation tools and model training support. | 29 |
 nasaharvest/cropharvest | A remote sensing dataset with associated benchmarks and tools for training machine learning models. | 175 |
 shyentist/fish-r-man | An analytics toolset for fisheries scientists with a user-friendly interface and data analysis capabilities. | 14 |
 moosetechnology/moose | An extensive platform for software and data analysis that provides services such as importing and parsing data, modeling, measuring, querying, mining, and building interactive tools. | 137 |
 motuswts/motus | An R package for handling and analyzing automated radio-telemetry data from various animal species. | 19 |