import os import re import shutil from config import MODEL_OUTPUT_IMAGE_NAMES ROOT_DIR = "benchmark_images_generations" OUTPUT_DIR = "data/" def main(): for domain in os.listdir(ROOT_DIR): domain_dir = os.path.join(ROOT_DIR, domain) for i, sample_dir in enumerate(os.listdir(domain_dir)): if sample_dir == ".DS_Store": continue sample_dir_path = os.path.join(domain_dir, sample_dir) prompt = sample_dir[4:].strip() output_sample_dir = os.path.join(OUTPUT_DIR, domain, f"sample_{i}") os.makedirs(output_sample_dir, exist_ok=True) # --- Look for all the images needed to complete the sample --- # Input background ## look for an image (either .jpg or .png) whose name is composed as "bg{number}" ## and copy it to the output directory, then rename it to input_bg.jpg input_bg = None for file in os.listdir(sample_dir_path): if re.match(r"bg\d+\.(jpg|png)", file): input_bg = file break if input_bg: input_bg_path = os.path.join(sample_dir_path, input_bg) shutil.copy(input_bg_path, os.path.join(output_sample_dir, "input_bg.jpg")) else: print(f"Warning: No input background found in {sample_dir_path}. Skipping sample {i}...") continue # Input foreground ## look for an image (either .jpg or .png) whose name is either composed as "fg_{alphanumeric}.jpg" or "fg_{alphanumeric}.png", ## or "fg{number}_{alphanumeric}.jpg" or "fg{number}_{alphanumeric}.png", and never contains the word "mask" ## and copy it to the output directory, then rename it to input_fg.jpg input_fg = None for file in os.listdir(sample_dir_path): if re.match(r"fg(_\w+)?\.(jpg|png)", file) or re.match(r"fg\d+(_\w+)?\.(jpg|png)", file): if "mask" not in file: input_fg = file break if input_fg: input_fg_path = os.path.join(sample_dir_path, input_fg) shutil.copy(input_fg_path, os.path.join(output_sample_dir, "input_fg.jpg")) else: print(f"Warning: No input foreground found in {sample_dir_path}. Skipping sample {i}...") continue # Outputs if not all( [ os.path.exists(os.path.join(sample_dir_path, "cp_bg_fg.jpg")), os.path.exists(os.path.join(sample_dir_path, "kvedit.jpg")), os.path.exists(os.path.join(sample_dir_path, "tf-icon.png")), ] ) or not any( [ os.path.exists(os.path.join(sample_dir_path, "alphanoise0.05_timesteps50_QTrue_KTrue_VTrue_taua0.4_taub0.8_guidance3.0.png")), os.path.exists(os.path.join(sample_dir_path, "alphanoise0.05_timesteps50_QTrue_KTrue_VTrue_taua0.4_taub0.8_guidance3.0_vital-layers.png")), ] ): print(f"Warning: Not all output images found in {sample_dir_path}. Skipping sample {i}...") # Delete the output directory for this sample shutil.rmtree(output_sample_dir) continue for model_name, image_name in MODEL_OUTPUT_IMAGE_NAMES.items(): # Patch needed because of inconsistency in the naming of the dit-editor images if model_name != "dit-editor": image_path = os.path.join(sample_dir_path, image_name) else: if os.path.exists(os.path.join(sample_dir_path, "alphanoise0.05_timesteps50_QTrue_KTrue_VTrue_taua0.4_taub0.8_guidance3.0.png")): image_path = os.path.join(sample_dir_path, "alphanoise0.05_timesteps50_QTrue_KTrue_VTrue_taua0.4_taub0.8_guidance3.0.png") elif os.path.exists(os.path.join(sample_dir_path, "alphanoise0.05_timesteps50_QTrue_KTrue_VTrue_taua0.4_taub0.8_guidance3.0_vital-layers.png")): image_path = os.path.join(sample_dir_path, "alphanoise0.05_timesteps50_QTrue_KTrue_VTrue_taua0.4_taub0.8_guidance3.0_vital-layers.png") else: raise FileNotFoundError(f"Neither of the expected images for dit-editor found in {sample_dir_path}") target_path = os.path.join(output_sample_dir, image_name) if os.path.exists(image_path): shutil.copy(image_path, target_path) else: print(f"Warning: {image_name} not found in {sample_dir_path}. Skipping...") # -- Create the prompt.txt file -- ## create a file named prompt.txt in the output directory and write the prompt in it prompt_file_path = os.path.join(output_sample_dir, "prompt.txt") with open(prompt_file_path, "w") as prompt_file: prompt_file.write(prompt) if __name__ == "__main__": main()