iNaturalist competition details

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

Python client for iNaturalist

An API for identifying cougars v.s. bobcats v.s. other USA cat species

Species occurrence data toolkit for R

A programmatic interface to iNaturalist

Analyzing basic network responses to novel classes

Identify plants, birds, and insects in photos. Should an identification to species be unsuccessful, an identification to a higher taxonomic level - like genus, family, or order - is made.

Tag your nature photos with iNat taxonomy and observation metadata

Script to download images from inaturalist.org

A website that tells you where your nearest owls are!

🥘 miscellaneous web-based tools for iNaturalist power users

Red Discord Bot V3 cogs for naturalists.

The iNaturalist Localization Dataset from "On Label Granularity and Object Localization" (ECCV 2022).

Introductory lesson to generate range maps for butterfly-host plant interactions and predict distributional shifts using publicly available biodiversity data and data science tools

Data conversion tools for iNaturalist observations and taxonomy

This tool reads the route of a hike and generates a table of iNaturalist observations along the trails. It also shows the observations and the route of the hike on a map. Moreover, it saves waypoints of the iNaturalist observations for offline navigation with a GPS device or smartphone.

Telegram Bot to search taxa using iNaturalist