Pixazo API→Image to Image API

Image to Image APIs - AI Image Transformation

Access Image to Image APIs for AI image transformation on Pixazo API. Apply style transfer, variations, and editing with Flux, SDXL, and more.

Explore Models

Explore Image to Image API Models

Browse and compare the best image to image API models. Filter by capability, check supported features and output quality, and pick the right model for your project.

Browse by Capabilities

Kling

Kling

Professional AI video generation with motion control and avatar features.

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Seedream

Seedream

ByteDance AI image generation and advanced editing.

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Flux

Flux

Cutting-edge AI image generation with Dev, Pro, and Schnell variants.

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Grok

Grok

xAI image generation with distinctive creative capabilities.

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Hunyuan

Hunyuan

Tencent AI for image generation and 3D asset creation.

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Ideogram

Ideogram

AI image generation with accurate, readable text rendering.

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Nano Banana

Nano Banana

Google-powered AI image generation and editing.

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Pixelforge

Pixelforge

AI image generation and intelligent photo relighting.

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Qwen Image

Qwen Image

Alibaba AI image generation, editing, and LoRA training.

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Recraft

Recraft

Professional-grade AI image generation with Recraft V3 and V4 Normal.

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Reve Image

Reve Image

Versatile AI image generation, editing, and creative remixing.

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Stable Diffusion

Stable Diffusion

Open AI image and video generation by Stability AI.

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Wan

Wan

Alibaba comprehensive AI video, image, and multimodal generation.

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Minimax

Minimax

Multimodal AI for video, image, voice, and music generation.

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Bria

Bria

Enterprise AI image generation and background removal with commercial licensing.

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Dalle

Dalle

OpenAI photorealistic image generation from text prompts.

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SDXL

SDXL

High-resolution Stable Diffusion XL image generation.

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FireRed Image Edit

FireRed Image Edit

Advanced AI-powered image editing and transformation.

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P Image

P Image

AI-powered image editing and transformation by Pruna AI.

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Image to Image APIs

The Image to Image APIs from Pixazo API lets you upload a source image and transform it using 16+ AI models. Apply style transfers, generate creative variations, convert sketches to photorealistic renders, or restyle visuals while preserving composition. Unlike text to image generation that creates from scratch, image to image keeps your original structure and enhances it intelligently.

Pixazo API consolidates models from Flux, Stable Diffusion XL, Ideogram, Recraft, Kolors, and more behind a single endpoint. Switch between models with one parameter change — no per-model SDK or integration required.

Image to Image vs Text to Image

Understanding when to use each API for your workflow.

FeatureImage to Image APIText to Image API
InputSource image + text promptText prompt only
CompositionPreserves original layout and structureAI determines composition from scratch
Best ForStyle transfer, restyling, variations, sketch-to-photoCreating entirely new visuals from descriptions
ControlHigh — strength parameter (0.0–1.0) controls transformation degreeModerate — prompt-driven with seed control
Use CaseProduct photo restyling, virtual staging, brand consistencyAd creatives, hero images, concept art
Models16+ models — Flux, SD XL, Ideogram, Recraft, Kolors20+ models — Flux, DALL·E, Midjourney-style, SD

How the Image to Image API Works

Four steps from source image to AI-transformed output

1

Upload Source Image

Send your source image (JPEG, PNG, or WebP up to 2048×2048px) to the Pixazo API image to image endpoint via a single API call.

2

Set Prompt & Parameters

Define your transformation prompt, select an AI model (Flux, SD XL, Ideogram, etc.), and set the strength parameter to control output.

3

AI Processes Transform

The selected model analyses composition, subject, and context from your source image, then generates a transformed version preserving structure.

4

Receive Output

Get the AI-transformed image delivered via CDN in your chosen format. Typical latency: 2–15 seconds.

Frequently Asked Questions for Image to Image APIs

What is an image to image API?+
An image to image API takes a source image as input and generates a transformed version using AI models. Transformations include style transfer, sketch-to-photo conversion, image restyling, and variation generation — all controlled via text prompts and model parameters.
Which AI models does Pixazo API's image to image API support?+
Pixazo API provides access to 16+ image to image models including Flux, Stable Diffusion XL, Ideogram, Recraft, Kolors, and more. You can switch models with a single parameter change — no additional SDK or integration work required.
How does image to image differ from text to image generation?+
Text to image creates visuals from scratch using only a text prompt. Image to image starts with an existing image as a structural reference, preserving composition and key elements while applying AI-driven transformations guided by your prompt and strength parameter.
Can I control the intensity of AI image transformation?+
Yes. Most models expose a strength or denoising parameter (0.0–1.0) that controls transformation intensity. Lower values keep the output closer to the source image; higher values allow more creative freedom for the AI to reimagine the visual.
What image formats does the image to image API accept?+
The API accepts JPEG, PNG, and WebP formats as input. Maximum resolution varies by model but typically supports up to 2048×2048 pixels. Output images can be returned in your preferred format with configurable quality settings.
What is the typical latency for image to image transformations?+
Response times range from 2–15 seconds depending on the model, output resolution, and current infrastructure load. Pixazo API’s auto-scaling infrastructure maintains consistent performance during high-traffic periods with 99.9% uptime SLA.
Is Pixazo API’s image to image API production-ready?+
Absolutely. The API handles production workloads with concurrent request processing, global CDN delivery, rate limiting, and dedicated support for enterprise customers. Python and Node.js SDKs make integration straightforward.
How is image to image API pricing structured?+
Pricing is per API call with no monthly minimums or subscriptions. Cost varies by model selected. You pay only for transformations you run, with real-time usage tracking in your Pixazo API dashboard. Volume discounts available for enterprise batches.