label_processing.utils

Utility functions for the entomological label processing pipeline.

Provides image validation, filename generation, JSON/CSV I/O, NURI format checking, and model integrity verification helpers used across all pipeline variants.

Functions

check_dir(directory)	Checks if the directory contains valid jpg files with integrity validation.
check_nuri_format(transcript)	Check NURI's format in OCR transcription "text".
generate_filename(original_path, appendix[, ...])	Gets the path to a file or directory as an input and returns it with an appendix added to the end.
load_dataframe(filepath_csv)	Loads the CSV file using Pandas.
load_jpg(filepath)	Loads the jpg files using the OpenCV module.
load_json(file)	Load JSON data from a file and deserialize it.
read_vocabulary(file)	Read a CSV file containing vocabulary and convert it to a dictionary.
replace_nuri(transcript)	Correct NURI format in OCR transcription JSON output.
save_json(data, filename, path)	Saves a json file with human-readable format.
validate_image_integrity(filepath[, ...])	Validate image file integrity with strict memory safety limits.
verify_model_integrity(model_path[, ...])	SECURITY: Mandatory model file integrity verification using SHA256 checksums.