Serverless AI Image Classification

Advanced image classification service that analyzes images and classifies them into predefined categories with confidence scores. Perfect for content moderation, image categorization, and visual content understanding.

Endpoint

Classify images into predefined categories with confidence scores

POSThttps://api.xtartapp.com/image/classification

*Authentication

You must use a Bearer token provided by the dashboard to use for authentication. Add the token to the Authorization header.

Request body

Name	Type	Required	Max	Description
image	string	Yes	-	Filename of the optimized .ximage file previously uploaded to the platform.
classifications	array	Yes	-	Array of classification objects containing key and context.
classifications[].key	string	Yes	-	Unique identifier for the classification category. Must contain only letters and numbers and be less than 50 characters.
classifications[].context	string	Yes	-	Description of what this classification category represents. Must be less than 100 characters.

Response

Name	Type	Description
data	array	Array of classification results
data[].key	string	The classification category key
data[].confidence	number	The confidence score for the classification (0-1)
metadata	object	Metadata about the classification process
metadata.cost	number	The cost of the classification request

Errors

{
   "error": "string", 
   "code": "string"
}

HTTP Status	Error Code	Message
400	INVALID_PAYLOAD	Occurs when the payload is invalid or required parameters are missing.
400	INVALID_REQUEST	The request is invalid.
400	INVALID_IMAGE	The image was not found or is invalid.
400	HARM_CONTENT	The content is harmful and cannot be processed.
400	INSUFFICIENT_BALANCE	The user has insufficient balance.
401	UNAUTHORIZED	The token is invalid.
429	TOO_MANY_REQUESTS	The request limit has been reached.