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LEVIR-CC Dataset

The LEVIR‑CC dataset is a large dataset for remote‑sensing image change caption generation, specifically supporting research on change captioning using dual‑branch Transformers.

Updated 5/11/2024

github

Description

Dataset Overview

Dataset Name

LEVIR‑CC Dataset

Download Links

LEVIR‑CC Dataset

Pre‑processing

Place the dataset in the ./LEVIR_CC_dataset/ directory.
Run python create_input_files.py --min_word_freq 5 for preprocessing.
Pre‑processed files can be downloaded from:
- Google Drive
- Baidu Pan (extraction code: nq9y)

Usage Recommendations

To ensure fair comparison, future researchers should keep min_word_freq <= 5 or use the provided pre‑processed data (min_word_freq = 5).

Related Publication

Title: Remote Sensing Image Change Captioning With Dual‑Branch Transformers: A New Method and a Large Scale Dataset
Published in: IEEE Transactions on Geoscience and Remote Sensing (TGRS 2022)
Link: IEEE | Lab Server

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Topics

Remote Sensing Technology

Image Processing

Source

Organization: github

Created: 4/26/2022

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