iNaturalist competition details

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

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

Species occurrence data toolkit for R

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

A programmatic interface to iNaturalist

Python client for 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.

🥘 miscellaneous web-based tools for iNaturalist power users

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

Progressive Web App for the Wild Orchid Watch citizen science project

iNaturalist data download and visualization

Script to download images from inaturalist.org

Tag your nature photos with iNat taxonomy and observation metadata

Red Discord Bot V3 cogs for naturalists.

A Jupyter notebook to query the iNaturalist API

Data conversion tools for iNaturalist observations and taxonomy

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