How to Generate Variations of an Image?
Here we are going to use the same image generated above by DALL E and generate its variations.
Since DALL E only accepts square PNG images with sizes less than 4 MB and in RGBA format, we save our image with extension png and in RGBA format using the following code.
Python3
response = requests.get(url1) # saving the image in PNG format with open("img.png", "wb") as f: f.write(response.content) # opening the saved image and converting it into "RGBA" format # converted image is saved in result result = Image.open('img.png').convert('RGBA') # saving the new image in PNG format result.save('img_rgba.png','PNG') |
To generate variations of an existing Image we use the “create_edit” endpoint of the DALL-E API.
Python3
# editing image using create_edit endpoint of DALL-E API response = openai.Image.create_edit( # opening original image in read mode image=open("/content/img_rgba.png", "rb"), # opening mask image in read mode mask=open("/content/mask.png", "rb"), # propmt describing the desired image prompt="gotham city skyline behind batman", # number of images to be generated n=3, # size of each generated image size="256x256") # saving the URLs of all image in new variable "res" res = response['data'] # loop to save and display images for i in range(len(res)): # saving URL of image in res image_url = res[i]['url'] # extracting image from URL in bytes form response = requests.get(image_url, stream=True) # opening the image k = Image.open(response.raw) # displaying the image k.show() # saving the image with open(f"img_variant_{i}.png", "wb") as f: f.write(response.content) |
Output:
Generate Images With OpenAI in Python
We are currently living in the age of AI. Images to automate processes including image generation for logos, advertisements, stock images, etc. So here we will use OpenAI to generate Images with Python [ChatGPT API]. There are numerous uses of the DALL – E model and today we will be discussing how one can use its Python ChatGPT API [OpenAI API] to generate new images and edit existing images. But, before moving ahead let’s know a little about what DALL E is.
Create AI Image Using Python
Contact Us