ChatGPT Image Generator AI Image Generator For Photos & Pictures
ChatGPT Images 2.0 model now generates AI images, photos, pictures, menus and more in seconds. The new model has web agents who can think and add real web artifacts into images. It can make multiple images from one prompt, make marketing assets in various formats, and use any font you choose in multiple languages.
Here's how to start building with the ChatGPT Image Generator API
Text-to-image generation and image editing endpoints, both available via API.
GPT Image 2, OpenAI's latest image model, is capable of creating extremely detailed images with fine typography.
GPT Image 2, OpenAI's latest image model, is capable of making fine-grained, detailed edits to images.
How to get started with the ChatGPT Image Generator via API
The client API handles the request submit protocol. It will handle the request status updates and return the result when the request is completed.
import { fal } from "@fal-ai/client";
const result = await fal.subscribe("openai/gpt-image-2", {
input: {
prompt: "A product photo of a coffee bag labeled 'Summit Roast' with mountain artwork, on a rustic wooden table",
image_size: "landscape_16_9",
quality: "high",
},
logs: true,
onQueueUpdate: (update) => {
if (update.status === "IN_PROGRESS") {
update.logs.map((log) => log.message).forEach(console.log);
}
},
});
console.log(result.data);
console.log(result.requestId);Web Powered Agents Empower Image Intelligence
Create Cohesive Image Sets from One Prompt
ChatGPT Images Generator is capable of creating up to eight images at one time, with all of the images having consistency in terms of character appearance, objects' authenticity through artifacts such as bar codes taken from the Internet, and overall style. This makes the tool a suitable choice when designing comic strips, storyboards, and social marketing campaigns.
Instruction Following & High-Fidelity Detail Preservation
The architecture is exceptionally good at adhering to precise instruction and maintaining specifics such as iconography, limitations on layout, and subtle style differences. Things that would confuse previous image generation models such as UI components or complicated compositions can now be reliably generated. GPT is ideal when working with smaller font sizes, complicated paragraphs, and multilingual text (e.g., Japanese, Korean, Hindi, etc.).
Web with Thinking Capabilities Unlocks Accurate Imagery
While ChatGPT Images 2.0 is a major step forward from prompt-based image generation, this technology also goes further to reason about what it must generate first prior to creation. The AI can go on the internet to look up contextual references and details, which it can include within the image created. The result will be a whole new world of imagery and photography that includes realistic packaging, designs, and culturally relevant objects, among other things.
Industries Building with GPT Image 2
From creative tooling to production pipelines, teams use GPT Image 2 to generate structured, high-fidelity visuals with real-world accuracy and consistency.
Complete Campaign Asset Sets in a Single Call
Create complete sets of campaign assets in a single call, from social media posts to banners to their variations, all with uniform characters, designs, and branding throughout. Perfect for performance marketing, lifecycle marketing, and quick iterations.
Visual Explanations from Ideas & Research
Convert ideas, papers, or outside sources into graphic representations that clarify difficult topics, processes, or systems. The model can create visuals based on real-life situations and ensure they are informative and understandable.
Product Visuals with Accurate Labeling at Scale
Design product visuals with standard packaging, clear labeling, and accurate details throughout extensive databases. Preserve branding and develop variations for various platforms, locales, or initiatives.
Multi-Scene Narratives with Character Continuity
Create multiple scene outputs with continuity of characters and settings to generate storyboards, comics, and narratives using only one prompt. Scenes are coherent throughout each frame without any editing required.
Precise Mockups & System Diagrams
Generate highly precise mockups for user interfaces, system diagrams, and layout designs that have accurate hierarchies and realistic content. Effective for visualizing product ideas. Or ask to generate UX mockups based on existing websites.
General-Purpose Visual Creation
Create highly realistic photographs, illustrations, and artistic images from any prompt. Generate diverse images ranging from portraits and landscapes to abstract imagery and concept art with realistic, well-composed, and stylish results. Perfect for rapid ideation and content creation.
See How Enterprises & Developers Can Create With ChatGPT Image Generator
Example prompts showcasing GPT Image 2's core strengths in text rendering, photorealism, and product photography.
"Create a documentary photograph of a handmade cardboard protest sign held in winter rain. The sign reads, across two lines: FUND THE LIBRARIES. Wet cardboard edges, black marker bleeding slightly, gloved hand holding it, out-of-focus crowd behind, calm determined tone, overcast natural light. The text must be legible. No branding. No watermark."
"Create a tight medium format portrait of an elderly woman's hands peeling garlic at a worn wooden kitchen table. Window light from camera left, faded floral housedress sleeves, a chipped porcelain bowl half full of peeled cloves, papery garlic skins scattered. Every wrinkle and nail imperfection visible, warm color palette, no stylization. No watermark."
"Create a vertical mobile onboarding screen for a fictional app called NESTING. Headline: WELCOME TO NESTING. Supporting line: A quieter way to gather people around a table. Buttons: Get started, I already have an account. Small line illustration of three plates and two wine glasses. Warm cream background, coral primary button, rounded sans serif, clean spacing, exact readable copy. No watermark. No real app branding."
"Replace only the white dining chairs in this room with natural oak wooden chairs. Preserve the camera angle, table shape, window light, floor shadows, reflections on the table, cabinet geometry, refrigerator reflections, and all surrounding objects. Keep the room otherwise unchanged. Photorealistic contact shadows and believable wood grain."
Common questions about GPT Image 2
What distinguishes GPT Image 2 from prior versions?
GPT Image 2 features high-fidelity image generation based on a blend of photorealism, high-quality text rendering, and multi-image consistency. Besides, it is able to use reasoning to plan and improve outputs before producing the final image.
What are "thinking capabilities" within image generation?
These capabilities help the model to think through prompts and contexts and plan how to compose images properly, creating consistent and realistic pictures aligned with real-world details.
Does GPT Image 2 produce multiple images per prompt?
Yes, GPT Image 2 is capable of producing multiple images at once and maintaining the same characters and objects across all images.
How accurate is the text within generated images?
The text rendering within GPT Image 2 is very precise and works well on dense layouts and multilingual scenarios, allowing it to produce infographics, UI elements, and packages.
Can it refer to external/real-world information?
With the thinking option turned on, GPT Image 2 can understand and utilize any real-world context, creating accurate technical, branded, or geographic-specific images.
Is GPT Image 2 production ready?
Yes, GPT Image 2 is being used to create marketing assets, product photos, UI mockups, and documentation that require consistency, precision, and realism.
GPT Image 2 API Integration Steps
Get up and running in minutes. No GPUs to manage, no infrastructure to set up.
- 1Install the client
Pick your package manager. For Python, use pip.
npm install --save @fal-ai/client
- 2Create an account on fal
Sign up to get access to the dashboard and your API keys.
- 3Get your API key
Locate your API credentials in the developer dashboard. Set
FAL_KEYas an environment variable in your runtime. - 4Submit a request
Use
fal.subscribe()to submit your request with a prompt and parameters. The client handles the async queue automatically and returns the final image URL when generation is complete.
No setup required
Start generating GPT Image 2 images instantly in the playground. No API key needed, just describe your image and hit generate.
Open Playground →Integrate via API
Grab an API key from your dashboard and integrate GPT Image 2 into your app with a few lines of code. Python and JavaScript SDKs available, plus a REST API for any language.
Learn how to prompt GPT Image 2
Tips, techniques, and best practices for getting the most out of GPT Image 2 across text rendering, photorealism, and product photography.
Prompting Guide →
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