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

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!

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.

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".