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Directory Overview: This directory contains all the OK-VQA dataset raw files excluding the images in addition to the `dataset_processor.py` module. dataset_processor.py module: The `dataset_processor.py` module is designed to handle the OK-VQA dataset, providing functionality to load data from JSON files, merge question and annotation data, process answers, and save the processed data to CSV files. Notes: Ensure the necessary dependencies are installed (json, contractions, csv, pandas). The module supports loading data from JSON files, merging question and annotation data, processing answers, and saving the processed data to CSV files. The process_okvqa_dataset function provides an easy-to-use interface for processing the OK-VQA dataset by specifying the file paths for questions and annotations. |