> ## Documentation Index > Fetch the complete documentation index at: https://docs.deapi.ai/llms.txt > Use this file to discover all available pages before exploring further. # Image-to-Image > Endpoint for requesting img2img inference. Accepts either a single image via "image" or multiple images via "images[]" (mutually exclusive). **Prerequisite:** To ensure a successful request, you must first consult the [Model Selection](/api/v1/utilities/model-selection) endpoint to identify a valid model `slug`, check specific **limits** and **features**, and verify **LoRA** availability. Please **omit** the LoRA parameter by default during initial testing. ## OpenAPI ````yaml openapi.json POST /api/v1/client/img2img openapi: 3.0.0 info: title: deAPI REST API description: >- Decentralized AI inference API for image generation, video processing, audio transcription, and more. contact: name: deAPI Support url: https://deapi.ai email: support@deapi.ai version: 0.0.1 servers: - url: https://api.deapi.ai description: Production API Server base URL security: - bearerAuth: [] tags: - name: Client API description: Endpoints for client operations paths: /api/v1/client/img2img: post: tags: - Client API description: >- Endpoint for requesting img2img inference. Accepts either a single image via "image" or multiple images via "images[]" (mutually exclusive). operationId: requestImage2Image parameters: - $ref: '#/components/parameters/AcceptHeader' requestBody: description: >- Image generation parameters. Either "image" or "images[]" must be provided (not both). required: true content: multipart/form-data: schema: required: - prompt - model - steps - seed properties: prompt: description: The main prompt for image generation type: string example: A beautiful sunset over mountains negative_prompt: description: Elements to avoid in the generated image type: string example: blur, darkness, noise nullable: true image: description: >- Single source image to edit. Required if "images[]" is not provided. Mutually exclusive with "images[]". Supported formats: JPG, JPEG, PNG, GIF, BMP, WebP. Maximum file size: 10 MB. type: string format: binary images[]: description: >- Multiple source images for editing. Maximum count is model-dependent (see model specs max_input_images, defaults to 1). Required if "image" is not provided. Mutually exclusive with "image". Supported formats: JPG, JPEG, PNG, GIF, BMP, WebP. Maximum file size per image: 10 MB. type: array items: type: string format: binary width: description: >- Output image width in pixels. Optional - defaults to first input image width if not specified. Subject to model-specific min/max limits. type: integer example: 512 nullable: true height: description: >- Output image height in pixels. Optional - defaults to first input image height if not specified. Subject to model-specific min/max limits. type: integer example: 512 nullable: true model: description: >- The model to use for image editing. Available models can be retrieved via the GET /api/v1/client/models endpoint. type: string example: QwenImageEdit_Plus_NF4 loras: description: Array of LoRA models to apply type: array items: required: - name - weight properties: name: description: Name of the LoRA model type: string example: style_lora weight: description: Weight of the LoRA model (must be non-negative) type: number minimum: 0 example: 0.75 type: object guidance: description: Guidance scale for the generation type: number example: 7.5 steps: description: Number of inference steps type: integer example: 20 seed: description: Random seed for generation type: integer example: 42 webhook_url: description: >- Optional HTTPS URL to receive webhook notifications for job status changes (processing, completed, failed). Must be HTTPS. Max 2048 characters. See [Webhook Documentation](/execution-modes-and-integrations/webhooks) for payload structure and authentication details. type: string format: uri maxLength: 2048 example: https://your-server.com/webhooks/deapi nullable: true type: object responses: '200': description: ID of the inference request. content: application/json: schema: $ref: '#/components/schemas/JobRequestResponseResource' '401': description: Unauthorized user. content: application/json: schema: $ref: '#/components/schemas/response_error_default' '404': description: Not found. content: application/json: schema: $ref: '#/components/schemas/response_error_default' '422': $ref: '#/components/responses/ValidationError' '429': $ref: '#/components/responses/RateLimitExceeded' security: - bearerAuth: [] components: parameters: AcceptHeader: name: Accept in: header required: true schema: type: string default: application/json enum: - application/json schemas: JobRequestResponseResource: properties: data: description: Information from success endpoint properties: request_id: description: Request Id required: - request_id type: string example: c08a339c-73e5-4d67-a4d5-231302fbff9a type: object type: object response_error_default: properties: data: description: Information from success endpoint type: object message: description: Error general message type: string errors: description: Information about errors type: array items: {} statusCode: description: Status code type: integer type: object response_error_rate_limit: description: Rate limit exceeded response properties: message: description: Error message type: string example: Too Many Attempts. type: object responses: ValidationError: description: >- Validation failed. Common errors include: model does not exist, model does not support the inference type for this endpoint, or invalid request parameters. content: application/json: schema: properties: message: description: General error message type: string example: The selected model does not support Text To Image. errors: description: Detailed validation errors by field type: object example: model: - The selected model does not support Text To Image. type: object RateLimitExceeded: description: >- Rate limit exceeded. Check X-RateLimit-Type header to determine if minute (RPM) or daily (RPD) limit was hit. headers: X-RateLimit-Limit: description: Maximum requests allowed per minute (RPM) schema: type: integer example: 3 X-RateLimit-Remaining: description: Remaining requests in current minute window schema: type: integer example: 0 X-RateLimit-Daily-Limit: description: Maximum requests allowed per day (RPD) schema: type: integer example: 100 X-RateLimit-Daily-Remaining: description: Remaining requests in current day window schema: type: integer example: 95 X-RateLimit-Type: description: 'Type of rate limit exceeded: "minute" for RPM, "daily" for RPD' schema: type: string enum: - minute - daily example: minute Retry-After: description: >- Seconds until rate limit resets (60 for minute, up to 86400 for daily) schema: type: integer example: 60 content: application/json: schema: $ref: '#/components/schemas/response_error_rate_limit' securitySchemes: bearerAuth: type: http bearerFormat: JWT scheme: bearer ````