| --- |
| license: mit |
| datasets: |
| - CRASAR/CRASAR-U-DROIDs |
| --- |
| |
| This repository contains a Road Damage Assessment model trained on the [CRASAR-U-DROIDs Road Damage Assessment dataset](https://huggingface.co/datasets/CRASAR/CRASAR-U-DROIDs). The following files are provided... |
| 1) The [model file](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/RDA_Deeplabv3plus_ResNet101_CCE_full-epoch%3D01-step%3D1000-val_macro_iou%3D0.09509.ckpt?download=true). |
| 2) The set of predicted labels generated by the model on the CRASAR-U-DROIDs dataset for both [adjusted](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/CRASAR-U-DROIDs_RDA_preds_adjusted.json?download=true) and [unadjusted](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/CRASAR-U-DROIDs_RDA_preds_unadjusted.json?download=true) formulations that were used for evaluation. |
| 3) Metrics files generated from test set evaluation on the CRASAR-U-DROIDs dataset for both [adjusted](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/CRASAR-U-DROIDs_RDA_metrics_adjusted.json?download=true) and [unadjusted](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/CRASAR-U-DROIDs_RDA_metrics_unadjusted.json?download=true) predicted labels. |
| 4) The full set of hyperparameters used to train and evaluate the model for both [adjusted](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/RDA_ResNet101_DeepLabv3plus_full_adjusted.yaml?download=true) and [unadjusted](https://huggingface.co/CRASAR/CRASAR-U-DROIDs-RDA_AAAI26_Full_ResNet101_PSPNet/resolve/main/RDA_ResNet101_DeepLabv3plus_full_unadjusted.yaml?download=true) formulations. |
