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# Model Description

This is a SegFormer model trained for parking lot boundary segmentation. The model was trained on the dataset introduced in the paper “A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation” (WACV 2025).

# Intended Use

The model can be used for segmentation tasks to detect and delineate parking lots from satellite imagery.

# Citation

If you use this model, please cite the following paper:

@inproceedings{qiam2025pipeline,
title={A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation},
author={Qiam, Shirin and Devunuri, Saipraneeth and Lehe, Lewis J},
booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
pages={1227--1236},
year={2025},
organization={IEEE}
}

best_model.ckpt

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