Maxwell-Jia/Galaxy10

---
license: apache-2.0
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': Disk, Edge-on, Boxy Bulge
'1': Disk, Edge-on, No Bulge
'2': Disk, Edge-on, Rounded Bulge
'3': Disk, Face-on, Loose Spiral
'4': Disk, Face-on, Medium Spiral
'5': Disk, Face-on, No Spiral
'6': Disk, Face-on, Tight Spiral
'7': Smooth, Cigar shaped
'8': Smooth, Completely round
'9': Smooth, in-between round
splits:
- name: train
num_bytes: 63358536.0
num_examples: 17428
- name: validation
num_bytes: 15847992.0
num_examples: 4357
download_size: 76910586
dataset_size: 79206528.0
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
---

原始信息汇总

数据集概述

数据集特征

• 图像特征 (image): 数据类型为图像。
• 标签特征 (label): 数据类型为分类标签，包含以下类别：
  • 0: Disk, Edge-on, Boxy Bulge
  • 1: Disk, Edge-on, No Bulge
  • 2: Disk, Edge-on, Rounded Bulge
  • 3: Disk, Face-on, Loose Spiral
  • 4: Disk, Face-on, Medium Spiral
  • 5: Disk, Face-on, No Spiral
  • 6: Disk, Face-on, Tight Spiral
  • 7: Smooth, Cigar shaped
  • 8: Smooth, Completely round
  • 9: Smooth, in-between round

数据集分割

• 训练集 (train): 包含17428个样本，总大小为63358536字节。
• 验证集 (validation): 包含4357个样本，总大小为15847992字节。

数据集大小

• 下载大小: 76910586字节
• 数据集总大小: 79206528.0字节

配置文件

• 默认配置 (default):
  • 训练集路径: data/train-*
  • 验证集路径: data/validation-*