from PIL import Image, ImageDraw def generate_test_image(width, height, file_path): # Create an empty white image image = Image.new(mode = "RGB", size = (width, height), color=(255,255,255)) # Save the image as a PNG file image.save(file_path) # Example usage width = 1000 # Specify the width of the image in pixels height = 1000 # Specify the height of the image in pixels file_path = 'testimage.png' # Specify the file path for saving the image # Generate and save the black and white image generate_test_image(width, height, file_path) """This is used to generate the test data""" def generate_image_with_squares(width, height, square_diameter, square_locations, num_images): # Create a white image with objects of specified size at specified x, y locations for i in range(1, num_images + 1): image = Image.new('RGB', (width, height), color=(255, 255, 255)) # Create a draw object draw = ImageDraw.Draw(image) # Draw black squares for location in square_locations: x, y = location square = (x, y, x + (square_size - 1), y + (square_size - 1)) # square defines the bounding box draw.rectangle(square, fill=(0, 0, 0)) file_name = f"../test_data/PyTest/test_s00{i}.png" image.save(file_name, "PNG") # Example usage width = 1500 # Specify the width of the image in pixels height = 1000 # Specify the height of the image in pixels square_diameter = 10 # Specify the size of the black squares in pixels square_locations = [(500, 500), (500, 600), (500, 700), (1000, 500), (1000,600),(1000,700)] # Specify the x, y locations of the black squares num_images = 5 # Generate the white image with black squares image = generate_image_with_squares(width, height, square_diameter, square_locations,num_images)