jonathan-roberts1/NaSC-TG2

---
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': beach
'1': circular farmland
'2': cloud
'3': desert
'4': forest
'5': mountain
'6': rectangular farmland
'7': residential
'8': river
'9': snowberg
splits:
- name: train
num_bytes: 53937080
num_examples: 20000
download_size: 75374352
dataset_size: 53937080
license: cc-by-nc-sa-4.0
---
# Dataset Card for "NaSC-TG2"

## Dataset Description

- **Paper:** [NaSC-TG2: Natural scene classification with Tiangong-2 remotely sensed imagery](https://ieeexplore.ieee.org/iel7/4609443/9314330/09366968.pdf)

### Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

[More Information Needed]

### Data Fields

[More Information Needed]

### Data Splits

[More Information Needed]

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

Public Domain

## Citation Information

[https://ieeexplore.ieee.org/iel7/4609443/9314330/09366968.pdf](https://ieeexplore.ieee.org/iel7/4609443/9314330/09366968.pdf)

```
@article{Zhou2021NaSCTG2,
title = {NaSC-TG2: Natural Scene Classification With Tiangong-2 Remotely Sensed Imagery},
author = {Zhuang Zhou and Shengyang Li and Wei Wu and Weilong Guo and Xuan Li and Guisong Xiaand Zifei Zhao},
year = 2021,
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
volume = 14,
pages = {3228--3242}
}
```

### Contributions

[More Information Needed]

原始信息汇总

数据集概述

数据集名称

NaSC-TG2

数据集特征

• image: 图像数据类型
• label: 类别标签，包含以下类别：
  • 0: beach
  • 1: circular farmland
  • 2: cloud
  • 3: desert
  • 4: forest
  • 5: mountain
  • 6: rectangular farmland
  • 7: residential
  • 8: river
  • 9: snowberg

数据集分割

• train: 训练集，包含20000个样本，总大小为53937080字节

数据集大小

• 下载大小: 75374352字节
• 数据集大小: 53937080字节

许可证

cc-by-nc-sa-4.0