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TreeFormer
This is the code base for IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (TGRS 2023) paper 'TreeFormer: a Semi-Supervised Transformer-based Framework for Tree Counting from a Single High Resolution Image'
Installation
Python ≥ 3.7.
To install the required packages, please run:
pip install -r requirements.txt
Dataset
Download the dataset from google drive.
Evaluation
Download our trained model on London dataset.
Modify the path to the dataset and model for evaluation in 'test.py'.
Run 'test.py'