Model Card for Model sbrzz/cultural-arts-shield-v0

This modelcard provides information about sbrzz/cultural-arts-shield-v0. This model is based on MobileNetV2 and it is fine-tuned on a private dataset from www.cultural-arts.com

Model Details

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!

Model Description

• Developed by: cultural-arts.com AI Team
• Model type: Customized MobileNetV2
• License: Check the LICENCE file in the repo
• Finetuned from model: MobileNetV2 (alpha .35)

Uses

The model, sbrzz/cultural-arts-shield-v0, is intended to serve as an initial screening mechanism for images uploaded to the cultural-arts.com service.

Direct Use

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".

Bias, Risks, and Limitations [COMING SOON]

Recommendations [COMING SOON]

How to Get Started with the Model [COMING SOON]