iNaturalist competition details
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Updated
May 26, 2021 - Python
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
Analyzing basic network responses to novel classes
Tag your nature photos with iNat taxonomy and observation metadata
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.
Red Discord Bot V3 cogs for naturalists.
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.
Create a SQLite database containing your observation history from iNaturalist
Telegram Bot to search taxa using iNaturalist
Python utilities for working with inaturalist-open-data
nature + code + blog
Project that scrapes Inaturalist website for specific information and then processes that information into images that can be identified by a larger audience/group in the context of a research project that identifies if climate change has an effect on bloom/reproductive cycles of plants. etc.
Trying out the FFCV library with CIFAR10, iNaturalist 2018, etc. using configurations from AAAI2021 paper Bag of Tricks
Python package to filter the eBird and iNaturalist datasets by species, date, and geolocation.
Add a description, image, and links to the inaturalist topic page so that developers can more easily learn about it.
To associate your repository with the inaturalist topic, visit your repo's landing page and select "manage topics."