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feat: add complete pipeline and Streamlit code This commit introduces a complete pipeline for both single and real-time inferences using cameras. It includes the implementation of Streamlit code to facilitate the process.
c640bc9
verified
| """ | |
| Author: ishwor subedi | |
| Date: 2023-12-28 | |
| """ | |
| import os | |
| import yaml | |
| from box import ConfigBox # we can access the value using dot and key name | |
| from box.exceptions import BoxValueError | |
| from ensure import ensure_annotations | |
| from pathlib import Path | |
| from services import main_sys_logger as logger | |
| def read_yaml_file(path_to_yaml_file: Path) -> ConfigBox: | |
| """ | |
| :param path_to_yaml_file: | |
| :return: | |
| """ | |
| try: | |
| with open(path_to_yaml_file) as yaml_file: | |
| content = yaml.safe_load(yaml_file) | |
| logger.info(f"yaml file:{path_to_yaml_file} loaded successfully") | |
| return ConfigBox(content) | |
| except BoxValueError: | |
| raise ValueError("yaml file is empty") | |
| except Exception as e: | |
| raise e | |
| def create_directories(path_to_directories: list, verbose=True): | |
| """ | |
| :param path_to_directories: | |
| :param verbose: | |
| :return: | |
| """ | |
| for path in path_to_directories: | |
| os.makedirs(path, exist_ok=True) | |
| if verbose: | |
| logger.info(f"created directory at: {path}") | |