| --- |
| license_name: cultural-arts-ffr-nffc-licence |
| license_link: LICENSE |
| metrics: |
| - accuracy |
| tags: |
| - art |
| - Image Classification |
| - cultural-heritage |
| - ai-shield |
| pipeline_tag: image-classification |
| --- |
| # Model Card for Model cultural-arts/cultural-arts-shield-v0 |
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| This modelcard provides information about cultural-arts/cultural-arts-shield-v0. This model is based on MobileNet and it is fine-tuned on a dataset from www.cultural-arts.com |
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| ## Model Details |
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| This model is the really first version of ai-shield used in cultural-arts.com. It allows us to discard malecious images upload to our service before entiring in the core of the system. |
| We fined tuned a customized MobileNetV2 in order to have only two output classes ("Accepted" and "Garbage"). |
| We accept an image when it is related to a monument, an historical place or an historical building. In all other cases we say garbage! |
|
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| ### Model Description |
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| - **Developed by:** cultural-arts.com AI Team |
| - **Model type:** Customized MobileNet |
| - **License:** Check the LICENCE file in the repo |
| - **Finetuned from model:** MobileNet (alpha .35) |
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|
| ## Uses |
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| The model, cultural-arts/cultural-arts-shield-v0, is intended to serve as an initial screening mechanism for images uploaded to the cultural-arts.com service. |
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| ### Direct Use |
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| Its primary purpose is to filter out potentially malicious or irrelevant content before such images enter in a image based system. |
| The model accept 224x224 3-channels RGB as input and categorizes images into two classes: "Accepted" and "Garbage". |
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| ## Bias, Risks, and Limitations [COMING SOON] |
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| ### Recommendations [COMING SOON] |
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| ## How to Get Started with the Model [COMING SOON] |
