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iNaturalist Releases Subset of Machine Learning Models for Public Use

By

contingencies

9mo ago· 3 min readenCode

Summary

iNaturalist is making a subset of its machine learning models publicly available, specifically "small" models trained on approximately 500 taxa, including taxonomy files and a geographic model. These models are suitable for on-device testing and other applications. The organization keeps full species classification models private due to intellectual property considerations and organizational policy. Additionally, researchers have independently developed and released open-source models based on iNaturalist data.

Key quotes

· 3 pulled
iNaturalist makes a subset of its machine learning models publicly available while keeping full species classification models private due to intellectual property considerations and organizational policy
We provide "small" models trained on approximately 500 taxa, including taxonomy files and a geographic model, which are suitable for on-device testing and other applications
Researchers have independently developed and released open-source models based on iNaturalist data, which can be found in various model
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Contribute to inaturalist/inatVisionAPI development by creating an account on GitHub.

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