View and Create Model Zoos
Read this page to learn about how to navigate and create model zoos in the DeGirum AI Hub. All users have access to the model zoo. The ability to create model zoos is on a per-team basis.
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Read this page to learn about how to navigate and create model zoos in the DeGirum AI Hub. All users have access to the model zoo. The ability to create model zoos is on a per-team basis.
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As soon as you log into the AI Hub, you will have access to model zoos. If enabled for your team, you can also create model zoos.
To view all models:
Click Models in the Navigation Bar on the Left
You will see tiles for Model Zoos and All Models. Click the All Models tile.
View Models
After clicking the All Models tile, you will see a directory of models. You will also see a search/filter panel to search and filter models.
The Models Directory page displays information about models and provides a few action buttons.
Name: Identifies each model. We provide a recommended naming convention for models in our documentation about for DeGirum PySDK.
Devices: Hardware compatibility of the model. This information is retrieved from the model JSON file.
Version: Version number of each model. This information is retrieved from the model JSON file.
Action Buttons:
Edit: Opens a window to edit the model readme, model JSON file, and labels JSON file. You will need the right permissions to use this action button.
Download: Downloads a zip file containing the model, model JSON file, and labels JSON file.
Copy: Copies the model to a different model zoo controlled by your team. You will need the right permissions to use this action button.
Delete: Deletes the model from the model zoo. You will need the right permissions to use this action button.
Additionally, if you are viewing a specific model zoo, the models page features:
New Model button: Allows you to upload a new model if your team created the model zoo. To upload a model, you must prepare a zip file containing the model, model JSON, and labels JSON all in one archive. The max size of this zip file is 1 GB. The Models Directory page will automatically identify information about the model based on the contents of the JSON file in the uploaded archive.
Pagination Controls: Navigates through pages of models.
When viewing the Models Directory page, the search/filter panel enables searching by model name and filtering by device type, quantization, and output postprocessor type.
Click Quick Search and enter text to search the model list for model names matching your search.
Click buttons for Device Type, Quantization, and Output Postprocessor Type to filter models.
Device Type: Hardware compatibility of the model.
Quantization: Whether the model is a floating point model or a quantized model. Quantized models typically perform much faster than floating point models.
Output Postprocessor Type: The type of postprocessor file used by the model. Most models use postprocessors, but some models do not require postprocessors.
Click Models in the Navigation Bar on the Left
You will see tiles for Model Zoos and All Models. Click the Model Zoos tile.
View Available Models Zoos
After clicking the Model Zoos tile, you will see tiles for model zoos. You will also see a search/filter panel to search and filter model zoos.
The Model Zoos page displays model zoo tiles and provides a few action buttons.
Each model zoo tile follows this format:
Model Zoo Name: Identifies each model zoo. Written in bold.
Team: The team that created the model zoo. Written in italics beneath the model zoo name.
Action Buttons:
Edit: Opens a window to edit the model zoo name, description, visibility, and teams that the model zoo is shared with. You will need the right permissions to use this action button. Sharing the model with specific teams is possible only if visibility is set to private.
Visibility: Displays the model zoo's visibility.
Delete: Deletes the model zoo. Opens a confirmation pop-up to confirm deletion of the selected model zoo. Deleted model zoos cannot be restored.
Additionally, the Model Zoos page features:
Sort Controls: Sorts the model zoo tiles by either model count or alphabetically. Descending sort order only.
Pagination Controls: Navigates through pages of model zoo tiles.
When viewing model zoos, the search/filter panel enables searching by model zoo name and filtering by organization and visibility.
Click Quick Search and enter text to search the model zoos for model zoos matching your search.
Click buttons for organization and visibility to filter models.
Organization: The team that created the model zoo.
Visibility: Visibility of the model zoo. This can be public, private, or listed.
If your team has permission to create model zoos:
Click Models in the Navigation Bar on the Left
You will see tiles for Model Zoos and All Models. Click the Model Zoos tile.
Click New Model Zoo
After you click the Model Zoos tile, you will be brought to the list of model zoos.
If enabled for your team, there will be a New Model Zoo button below the Search/Filter panel. Click the New Model Zoo button.
Setup the Model Zoo
After you click the New Model Zoo button, a window will open with a menu to setup the model zoo.
Model Zoo Name: Name of the model zoo.
Model Zoo Description: Description of the model zoo.
Visibility: Sets the model zoo's visibility. You may set this to public, private, or listed.
Public: Model zoo is accessible by all AI Hub users after it is created. All users can use the model zoo for cloud inference and download models.
Private: Model zoo is accessible only by teams and users that model was shared with. Only these teams and users can use these model zoos for cloud inference and download models from these zoos.
Listed: Model zoo is accessible only for cloud inference. The model zoo will be visible to the public, but other users are not able to download the model.
Share With: Shares the model zoo with a different team you joined. Primarily used with private model zoos. Edit permissions are not shared.
Model zoo name, description, and visibility of the model zoo can be changed after the model zoo is created.
Model Zoo Action Buttons: Buttons to copy the model zoo AI Hub path, edit the model zoo, and delete the model zoo. The edit and delete action buttons are identical to the edit and delete action buttons available in the page. You will need the right permissions to use this action button.