The AI App Store is a self-hosted platform for browsing and contributing AI model cards. With the AI App Store, you can easily browse a wide variety of models and use them in your projects. You can also contribute your own models to the store, making them available for others to use.
Contributions are welcome! Please read the Contributing Guide for more information.
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Model Card CRUD APIs
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ClearML Integration for Experiments
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SysAdmin User Management
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Submit Test Inference API
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Inference Engine
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Deploy Inference Engine API
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K8S Deployment
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Endpoint Authentication (50%)
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Front-end web application
- Login Page
- Dashboard
- Model Card Page
- Model Card Listing
- Model Card CRUD Operations
- Dataset CRUD APIs (ClearML)
- Support uploading of datasets, integration with ClearML for versioning
- Support browsing and searching of above datasets.
- Automated Transfer Learning APIs (10%)
- Alternative to inference engine with simplified inference so that model owners only need to define how requests are made to the model
- Front-end for
- Transfer Learning
- Support 'uploading' of AI Applications.
This prototype project is under the GNU General Public License, version 3.
You may copy, distribute and modify the software as long as you track changes/dates in source files. Any modifications to or software including (via compiler) GPL-licensed code must also be made available under the GPL along with build & install instructions.
This project is a prototype current under development.
- Our project supervisor and mentor in DSTA Digital Hub, Kah Siong