| import os |
| os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' |
| import json |
| import cv2 |
| import torch |
| import vbench2.hack_registry |
| import numpy as np |
| from tqdm import tqdm |
| from vbench2.utils import load_video, load_dimension_info, read_frames_decord_by_fps |
| from vbench2.third_party.Instance_detector.test import compute_anomaly |
|
|
| import logging |
|
|
| logging.basicConfig(level = logging.INFO,format = '%(asctime)s - %(name)s - %(levelname)s - %(message)s') |
| logger = logging.getLogger(__name__) |
| |
| def compute_instance_preservation(json_dir, device, submodules_dict, **kwargs): |
| _, prompt_dict_ls = load_dimension_info(json_dir, dimension='instance_preservation', lang='en') |
| all_results, video_results = compute_anomaly(prompt_dict_ls, device, submodules_dict) |
| return all_results, video_results |
