tpremoli/CelebA-attrs

CelebA-128x128数据集包含128x128分辨率的图像和多个二进制属性特征，如5_o_Clock_Shadow、Arched_Eyebrows等。数据集已经分为训练集、验证集和测试集。

原始信息汇总

数据集概述

数据集名称

CelebA-128x128

数据集描述

CelebA with attrs at 128x128 resolution. The attributes are binary attributes. The dataset is already split into train/test/validation sets.

数据集特征

• image (dtype: image)
• 5_o_Clock_Shadow (dtype: int64)
• Arched_Eyebrows (dtype: int64)
• Attractive (dtype: int64)
• Bags_Under_Eyes (dtype: int64)
• Bald (dtype: int64)
• Bangs (dtype: int64)
• Big_Lips (dtype: int64)
• Big_Nose (dtype: int64)
• Black_Hair (dtype: int64)
• Blond_Hair (dtype: int64)
• Blurry (dtype: int64)
• Brown_Hair (dtype: int64)
• Bushy_Eyebrows (dtype: int64)
• Chubby (dtype: int64)
• Double_Chin (dtype: int64)
• Eyeglasses (dtype: int64)
• Goatee (dtype: int64)
• Gray_Hair (dtype: int64)
• Heavy_Makeup (dtype: int64)
• High_Cheekbones (dtype: int64)
• Male (dtype: int64)
• Mouth_Slightly_Open (dtype: int64)
• Mustache (dtype: int64)
• Narrow_Eyes (dtype: int64)
• No_Beard (dtype: int64)
• Oval_Face (dtype: int64)
• Pale_Skin (dtype: int64)
• Pointy_Nose (dtype: int64)
• Receding_Hairline (dtype: int64)
• Rosy_Cheeks (dtype: int64)
• Sideburns (dtype: int64)
• Smiling (dtype: int64)
• Straight_Hair (dtype: int64)
• Wavy_Hair (dtype: int64)
• Wearing_Earrings (dtype: int64)
• Wearing_Hat (dtype: int64)
• Wearing_Lipstick (dtype: int64)
• Wearing_Necklace (dtype: int64)
• Wearing_Necktie (dtype: int64)
• Young (dtype: int64)
• prompt_string (dtype: string)

数据集划分

• train
  • num_bytes: 1209620544.21
  • num_examples: 162770
• validation
  • num_bytes: 148733684.292
  • num_examples: 19962
• test
  • num_bytes: 149605611.301
  • num_examples: 19867

数据集大小

• download_size: 1424899346
• dataset_size: 1507959839.803

许可证

mit

任务类别

• feature-extraction
• image-classification
• image-feature-extraction

大小类别

• 100K<n<1M