from PIL import Image, ImageDraw, ImageFont import random import os import json import argparse def generate_parallel_lines(n=5, image_size=(1000, 1000) , min_size_diff=20): global file canvas = Image.new("RGB", image_size, (255, 255, 255)) draw = ImageDraw.Draw(canvas) line_spacing = image_size[0] // (n + 1) base_y = image_size[1] - 10 # Common base for all lines min_length = image_size[1] // 4 max_length = image_size[1] - 40 lengths = [] # prev_length = random.randint(min_length, max_length) # lengths.append(prev_length) for _ in range(0, n): new_length = random.randint(min_length, max_length) # for prev_length in lengths: # while abs(new_length - prev_length) < min_size_diff: # new_length = random.randint(min_length, max_length) # lengths.append(new_length) # prev_length = new_length #Check all length in lengths for minimumm size difference while any([abs(new_length - prev_length) < min_size_diff for prev_length in lengths]): new_length = random.randint(min_length, max_length) lengths.append(new_length) for i in range(n): x = (i + 1) * line_spacing line_length = lengths[i] start_y = base_y - line_length end_y = base_y color = (random.randint(50, 205), random.randint(50, 205), random.randint(50, 205)) draw.line([(x, start_y), (x, end_y)], fill=color, width=3) font = ImageFont.truetype('ARIAL.ttf', 30) draw.text((x - 10, start_y - 30), f"{i+1}", fill=(0, 0, 0), font=font) to_sort = [{"label": i+1, "length": lengths[i]} for i in range(n)] sorted_lines = sorted(to_sort, key=lambda x: x['length']) gold_output = sorted_lines image_filename = f"{file}.png" image_path = os.path.join(output_dir, image_filename) canvas.save(image_path) return gold_output if __name__ == "__main__": output_dir = os.path.join(os.getcwd(), "data") if not os.path.exists(output_dir): os.makedirs(output_dir) parser = argparse.ArgumentParser(description='Create a grid of circles and triangles.') parser.add_argument( '--num_images', type=int, help='Number of images to generate', default=1 ) parser.add_argument( '--num_sizes', nargs='*', help='List of n values', type=int, default=[5] ) parser.add_argument( '--file', type=int, help='Starting file number', default=1 ) args = parser.parse_args() file = args.file num_object_list = args.num_sizes num_images = args.num_images append = (file != 1) data = [] for num_circles in num_object_list: for _ in range(num_images): output = generate_parallel_lines(num_circles) gold_output = [circle['label'] for circle in output] gold_output = { "id": f'{file}.png', "Gold_output": gold_output, "Lines" : num_circles } file += 1 data.append(gold_output) if append: with open(os.path.join(os.getcwd() , "data.json"), "r") as f: old_data = json.load(f) old_data.extend(data) with open(os.path.join(os.getcwd() , "data.json"), "w") as f: json.dump(old_data, f, indent=2) else: with open(os.path.join(os.getcwd() , "data.json"), "w") as f: json.dump(data, f, indent=2)