Nvidia Deepfake

Blocks for detecting deepfakes and synthetic image manipulation using Nvidia AI.

Nvidia Deepfake Detect

What it is

Detects potential deepfakes in images using Nvidia's AI API

How it works

This block analyzes images using Nvidia's AI-powered deepfake detection model. It returns a probability score (0-1) indicating the likelihood that an image has been synthetically manipulated.

Set return_image to true to receive a processed image with detection markings highlighting areas of concern.

Inputs

Input	Description	Type	Required
image_base64	Image to analyze for deepfakes	str (file)	Yes
return_image	Whether to return the processed image with markings	bool	No

Outputs

Output	Description	Type
error	Error message if the operation failed	str
status	Detection status (SUCCESS, ERROR, CONTENT_FILTERED)	str
image	Processed image with detection markings (if return_image=True)	str (file)
is_deepfake	Probability that the image is a deepfake (0-1)	float

Possible use case

Content Verification: Verify authenticity of user-uploaded profile photos or identity documents.

Media Integrity: Screen submitted images for signs of AI manipulation.

Trust & Safety: Detect potentially misleading synthetic content in social or news platforms.

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