art Image Classification cultural-heritage ai-shield image-classification region:us
---
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 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]