| The data files 'fine_tuning_data_detic.csv' and 'fine_tuning_data_yolov5.csv' are the result of the preparation and | |
| filtration after performing below steps: | |
| - Generate the captions for all the images. | |
| - Delete all samples with corrupted or rubbish data. (Please refer to the report for details) | |
| - Run object detection models ('yolov5' and 'detic') and generate the corresponding objects for the images corresponding to the remaining samples. | |
| - Convert all the question, answer, caption, objects together with the system prompt into the desired template for all | |
| the samples (Please refer to the report for the detailed template design). |