iustinr/MMST-ViT-Inspired_Rice_Production_Prediction_Dataset

Most of the files are readyily downloadable and applicable to the code without modifications. However, due to the large size of unprocessed Sentinel-2 pretraining and fine-tuning folders, they have been split by year.

To run the code without modifying root directory paths, the Sentinel-2_Pretrain files should be renamed to their respective years (as shown below). They should be then included as subfolders within a parent folder named 'Pretrain_Sentinel2_Data'.

• 'Seninel-2_Pretrain_2017' -> '2017'
• 'Seninel-2_Pretrain_2018' -> '2018'
• 'Seninel-2_Pretrain_2019' -> '2019'
• 'Seninel-2_Pretrain_2020' -> '2020'
• 'Seninel-2_Pretrain_2021' -> '2021'

The same applies for pretraining and finetuning imagery collected between 2021 and 2021. These files should be renamed to the respective year ranges indicated on the uploaded dataset names, and placed as subfolders inside a parent folder named 'THESIS_Sentinel2_Data'. The applicable modifications are shown below:

• 'Sentinel-2_Pretrain_Finetune_2021-22' -> '2021-22'
• 'Sentinel-2_Pretrain_Finetune_2022-23' -> '2022-23'
• 'Sentinel-2_Pretrain_Finetune_2023-24' -> '2023-24'
• 'Sentinel-2_Pretrain_Finetune_2024-25' -> '2024-25'