Creates an edited or extended image given one or more source images and a prompt. This endpoint supports GPT Image models (gpt-image-1.5, gpt-image-1, gpt-image-1-mini, and chatgpt-image-latest) and dall-e-2.
Parameters
A text description of the desired image(s). The maximum length is 1000 characters for dall-e-2, and 32000 characters for the GPT image models.
An additional image whose fully transparent areas (e.g. where alpha is zero) indicate where image should be edited. If there are multiple images provided, the mask will be applied on the first image. Must be a valid PNG file, less than 4MB, and have the same dimensions as image.
The compression level (0-100%) for the generated images. This parameter
is only supported for the GPT image models with the webp or jpeg output
formats, and defaults to 100.
The number of partial images to generate. This parameter is used for streaming responses that return partial images. Value must be between 0 and 3. When set to 0, the response will be a single image sent in one streaming event.
Note that the final image may be sent before the full number of partial images are generated if the full image is generated more quickly.
Edit the image in streaming mode. Defaults to false. See the
Image generation guide for more information.
A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more.
Create image edit
import base64
from openai import OpenAI
client = OpenAI()
prompt = """
Generate a photorealistic image of a gift basket on a white background
labeled 'Relax & Unwind' with a ribbon and handwriting-like font,
containing all the items in the reference pictures.
"""
result = client.images.edit(
model="gpt-image-1.5",
image=[
open("body-lotion.png", "rb"),
open("bath-bomb.png", "rb"),
open("incense-kit.png", "rb"),
open("soap.png", "rb"),
],
prompt=prompt
)
image_base64 = result.data[0].b64_json
image_bytes = base64.b64decode(image_base64)
# Save the image to a file
with open("gift-basket.png", "wb") as f:
f.write(image_bytes)
Create image edit
from openai import OpenAI
client = OpenAI()
prompt = """
Generate a photorealistic image of a gift basket on a white background
labeled 'Relax & Unwind' with a ribbon and handwriting-like font,
containing all the items in the reference pictures.
"""
stream = client.images.edit(
model="gpt-image-1.5",
image=[
open("body-lotion.png", "rb"),
open("bath-bomb.png", "rb"),
open("incense-kit.png", "rb"),
open("soap.png", "rb"),
],
prompt=prompt,
stream=True
)
for event in stream:
print(event)
event: image_edit.partial_image
data: {"type":"image_edit.partial_image","b64_json":"...","partial_image_index":0}
event: image_edit.completed
data: {"type":"image_edit.completed","b64_json":"...","usage":{"total_tokens":100,"input_tokens":50,"output_tokens":50,"input_tokens_details":{"text_tokens":10,"image_tokens":40}}}
Returns Examples
{
"created": 0,
"background": "transparent",
"data": [
{
"b64_json": "b64_json",
"revised_prompt": "revised_prompt",
"url": "https://example.com"
}
],
"output_format": "png",
"quality": "low",
"size": "1024x1024",
"usage": {
"input_tokens": 0,
"input_tokens_details": {
"image_tokens": 0,
"text_tokens": 0
},
"output_tokens": 0,
"total_tokens": 0,
"output_tokens_details": {
"image_tokens": 0,
"text_tokens": 0
}
}
}