Artificial intelligence (AI) is the ability of machines to perform tasks that normally require human intelligence, such as vision, speech, decision-making and creativity. One of the most popular applications of AI is generating realistic images from text descriptions or sketches. This can be useful for artists, designers, educators and hobbyists who want to create their own photos without using a camera or editing software.
In this article, we will show you how to create a photo by your own AI on Python using two libraries: PIL and CLIP. PIL (Python Imaging Library) is a module that provides image processing capabilities for Python. CLIP (Contrastive Language-Image Pre-training) is a neural network model that can learn from any kind of natural language supervision and generate images that match the text input.
Step 1: Install PIL and CLIP
To install PIL and CLIP, you need to have Python 3 installed on your computer. You can download it from https://www.python.org/downloads/. Then, open your terminal or command prompt and type the following commands:
pip install pillow # install PIL pip install git+https://github.com/openai/CLIP.git # install CLIP
Step 2: Import PIL and CLIP
To use PIL and CLIP in your Python code, you need to import them first. You can do this by typing the following lines at the beginning of your code:
from PIL import Image # import Image class from PIL import clip # import clip module
Step 3: Define Your Text Input
To generate an image from text, you need to define what kind of image you want to create. For example, you can write something like “a cat wearing sunglasses” or “a sunset over the ocean”. You can use any natural language expression that describes an image. You can also use emojis or hashtags to add more details.
To define your text input in Python, you need to assign it to a variable using the equal sign (=). For example:
text = "a cat wearing sunglasses" # assign text input to variable text
Step 4: Generate an Image from Text Using CLIP
To generate an image from text using CLIP, you need to use the
clip.generate() function. This function takes two arguments:
text argument is the text input that you want to convert into an image. The
size argument is a tuple that specifies the width and height of the output image in pixels.
clip.generate() function returns an array that represents the generated image. To display this array as an actual image on your screen, you need to convert it into an Image object using the
Image.fromarray() function from PIL. Then, you can use the
show() method from Image class to show it.
image = clip.generate(text,(256,256)) # generate an image from text with size 256x256 pixels image = Image.fromarray(image) # convert array into Image object image.show() # show image on screen
In this article, we showed you how to create a photo by your own AI on Python using two libraries: PIL and CLIP. We explained how to install them, import them, define your text input and generate an image from it. We hope you enjoyed this tutorial and learned something new!
Leave a comment