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".