[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify code snippets into one of the following categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']."}, {'role': 'user', 'content': "Identify the single most appropriate category to which the provided code belongs. Provide your response as a single category label without any additional information, commentary, or personal opinions.\\nPython Code:from PIL import ImageFilter, ImageStat, Image, ImageDraw\nfrom multiprocessing import Pool, cpu_count\nfrom sklearn.preprocessing import LabelEncoder\nimport pandas as pd\nimport numpy as np\nimport glob\nimport cv2\nfrom matplotlib import pyplot as pp\nfrom matplotlib import colors as pc\nimport numpy as np\nimport os\ndef im_multi(path):\ntry:\nim_stats_im_ = Image.open(path)\nreturn [path, {'size': im_stats_im_.size}]\nexcept:\nprint(path)\nreturn [path, {'size': [0,0]}]"}, {'role': 'assistant', 'content': 'helper_functions'}]