Research label and ML platform

ocean-data-factory-sweden / kso

Notebooks to upload/download marine footage, connect to a citizen science project, train machine learning models and publish marine biological observations.

GNU General Public License v3.0

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Research label and ML platform #360

Open jannesgg opened 4 months ago

jannesgg commented 4 months ago

Potential AI/label platforms: https://voxel51.com/fiftyone/ https://edgeimpulse.com/ https://encord.com/ https://neptune.ai/ https://labelbox.com/ https://www.lightly.ai/ https://roboflow.com/ https://www.v7labs.com/ https://wandb.ai/site https://kitware.github.io/dive/

jannesgg commented 4 months ago

Annotation platforms:

Biigle (https://github.com/biigle/biigle) - The idea would be to host a production instance on Cloudina

Update:

I have tried to build this locally, having some issues with SAM annotations (might be MacOS related)
Emil is testing this using the online version to present a list of pros and cons from using this versus using Zooniverse.

victor-wildlife commented 2 months ago

Camera trap relevant software here: https://github.com/tnc-ca-geo/animl-frontend/ https://www.wildlifeinsights.org/