Hugging Face: Unmasking AI Artistry

Overview:

       The AI Image Detector is a revolutionary tool developed by umm-maybe on Hugging Face Spaces. This cutting-edge application leverages a ViT model to predict whether an artistic image was generated using AI.

Users:

       The tool is designed for artists, researchers, and enthusiasts interested in the intersection of art and artificial intelligence.

Goal:

       The primary goal of the AI Image Detector is to serve as a proof-of-concept demonstration of using AI to identify AI-generated art.

Uses and Features:

1. AI Art Identification: The tool can predict whether an artistic image was generated using AI.
2. Community Engagement: Users can interact with the community and discover amazing ML apps.
3. Binary Classification: The tool uses binary classification to make its predictions.
4. Carbon Emissions Tracking: It provides information about the CO2 emissions during the inference process.
5. License Information: The tool is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License.

How it Works:

1. The tool uses a ViT model to make predictions.
2. It was trained on outputs of AI models' predecessors.
3. The tool provides a score indicating the probability of an image being AI-generated.
4. Images scoring as very probably artificial could be referred to a human expert for further investigation.

Customer Companies Statistics:

1. The tool has been liked by many users and is part of the larger Hugging Face community, which is trusted by numerous companies worldwide.
2. The tool's model has shown impressive validation metrics, including an accuracy of 0.942 and an AUC of 0.980.