import subprocess import os from tqdm import tqdm import argparse from datetime import datetime rel_list_above = ['on the top of', 'on the bottom of'] rel_list_left = ['on the left of', 'on the right of'] rel_list_near = ['on side of', 'next to', 'near'] swap_table = { 'bag': 'handbag', 'sofa': 'couch', 'television': 'tv', 'table': 'dining_table', 'phone': 'cell_phone' } with open('util/t2i_prompt_spatial_all.txt', 'r') as f: texts = f.read().splitlines() # texts = list(set(texts)) # texts = ['a book on the left of a bird', 'a man on the bottom of a sofa','a painting on the right of a pig','a pig on the bottom of a wallet'] def get_obj_t2i(prompt): first_obj = prompt.split(' ')[1] second_obj = prompt.split(' ')[-1] if first_obj in swap_table: first_obj = swap_table[first_obj] if second_obj in swap_table: second_obj = swap_table[second_obj] return first_obj, second_obj def get_blender_command(prompt): relation = '' script = '' obj1, obj2 = get_obj_t2i(prompt) if 'right' in prompt or 'bottom' in prompt: obj1, obj2 = obj2, obj1 for rel in rel_list_above: if rel in prompt: script = './util/blender_above_below_floor.py' for rel in rel_list_left: if rel in prompt: script = './util/blender_left_right_floor.py' if len(script) == 0: script = './util/blender_left_right_near_floor.py' return obj1, obj2, prompt, script def divide_list_into_partitions(lst, num_partitions): partition_size = len(lst) // num_partitions partitions = [lst[i:i + partition_size] for i in range(0, len(lst), partition_size)] return partitions parser = argparse.ArgumentParser() parser.add_argument('--partition', default=0, type=int, help="Partition 0 - 7") parser.add_argument('--num_partition', default=7, type=int, help="Total number of parallel jobs") parser.add_argument('--num_variants', default=5, type=int, help="Number of variants per 2-object scene") parser.add_argument('--num_background', default=3, type=int, help="Number of variants of backgrounds") parser.add_argument('--obj1_asset_folder', default="assets/blender_assets/", help="Object1 Asset Location") parser.add_argument('--obj2_asset_folder', default="assets/blender_assets/", help="Object2 Asset Location") parser.add_argument('--output_folder', default="/scratch/yluo97/3dscene_output_ver3_debug/", help="hdf5 files output location") parser.add_argument('--non_random', action='store_true', help='Description for flag1') parser.add_argument('--dry_run', action='store_true', help='Perform dry run only') args = parser.parse_args() asset_folder = args.obj1_asset_folder output_folder = args.output_folder background_info = [("background/white-background.hdr", "bg_white"), ("background/autumn_park_2k.hdr", "bg_real_outdoors"), ("background/photo_studio_loft_hall_2k.hdr", "bg_real_indoors"), ("background/black-background.hdr", "bg_black")] background_info = background_info[:args.num_background] num_variants = args.num_variants # object_names = sorted([name for name in os.listdir(args.obj1_asset_folder) if os.path.isdir(os.path.join(args.obj1_asset_folder, name))]) # object2_names = sorted([name for name in os.listdir(args.obj2_asset_folder) if os.path.isdir(os.path.join(args.obj2_asset_folder, name))]) # Command and arguments # command = ["blenderproc", "run", f'blender_{relation}_small.py'] texts_partition = divide_list_into_partitions(texts, args.num_partition)[args.partition] # print('Generating partition of ', texts_partition) for prompt in texts_partition: obj1, obj2, text, script = get_blender_command(prompt) command = ["blenderproc", "run", script] text = '_'.join(text.split()) for background_path, background_name in background_info: success = 0 if args.non_random: arguments = [obj1, obj2, background_path, f'{output_folder}/{background_name}/{text}/', str(success), '0'] else: arguments = [obj1, obj2, background_path, f'{output_folder}/{background_name}/{text}/', '-1', '0'] while success < args.num_variants : # Run the command try: if args.dry_run: print(command + arguments) else: completed_process = subprocess.run(command + arguments, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=False, check=True) success += 1 if args.non_random: arguments = [obj1, obj2, background_path, f'{output_folder}/{background_name}/{text}/', str(success), '0'] else: arguments = [obj1, obj2, background_path, f'{output_folder}/{background_name}/{text}/', '-1', '0'] except subprocess.CalledProcessError as e: print("Error:", e) print(f'Templates of {text} is complete!', f'{datetime.now():%Y-%m-%d %H:%M:%S%z}')