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Model Zoo

We encourage users to share models they train with the broader conservation community. This is especially helpful if models are trained on new ecologies and/or new species.

Got a model to share with the community? Add a row to the Model Zoo table below! You should include a name for the model, a description (where are the videos from, what species are included, how many videos did you train with, what is the habitat?), a link to the ckpt weighs file saved by zamba, a link to the configuration yml file so other people can load and use your model, and some contact info in case others want to reach out about the model.

Running a model

To use one of these models, download the weights file and the configuration file from the Model Zoo Wiki. You'll need to create a prediction config to use that at least contains the same video_loader_config from the configuration yaml you downloaded. Then you can run the model with:

$ zamba predict --checkpoint downloaded_weights.ckpt --config predict_config.yaml

Community Model Zoo

Name	Description	Weights	Config	Contact (GH username, org, etc.)
model name	short model description	public link to checkpoint file	public link to config yaml file	contributor