Building TruthLens AI: Explainable Image Analysis with Gemma 4

说明与用途

TruthLens AI 是一个使用 Gemma 4 解释图像真实性概率的图像分析工具。

问题

AI-generated and manipulated images are increasingly hard to detect by visual inspection alone.

结果

TruthLens provides a probabilistic, explainable assessment of image authenticity, combining detection evidence with Gemma 4 reasoning to produce confidence scores and human-readable explanations.

工作流

• Upload image
• AI image detection model analyzes image and outputs evidence signals
• Gemma 4 interprets evidence and generates explanations
• Present probabilistic result with confidence and explanation

证据

AI-generated and manipulated images are becoming increasingly difficult to identify. A simple visual inspection is often not enough to determine whether an image has been altered.

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TruthLens combines AI-based image detection and Gemma 4 reasoning to investigate suspicious images.

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The detection model provides evidence. Gemma 4 provides reasoning.

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TruthLens provides probabilistic analysis. Its results should not be treated as definitive proof that an image is authentic, manipulated, or AI-generated.

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