ryanramos/biased_captioning_toy_data

---
dataset_info:
- config_name: color_only_discrete_2_classes_0.5
features:
- name: image
dtype: image
- name: index
dtype: int64
- name: digit
dtype: int64
- name: digit_color_ix
dtype: int64
- name: caption
dtype: string
splits:
- name: train
num_bytes: 12886049.66
num_examples: 9870
- name: val
num_bytes: 2576074.392
num_examples: 1976
- name: test
num_bytes: 2554058.6
num_examples: 1960
download_size: 11011458
dataset_size: 18016182.652000003
- config_name: color_only_discrete_2_classes_0.6
features:
- name: image
dtype: image
- name: index
dtype: int64
- name: digit
dtype: int64
- name: digit_color_ix
dtype: int64
- name: caption
dtype: string
splits:
- name: train
num_bytes: 12884271.66
num_examples: 9870
- name: val
num_bytes: 2577352.392
num_examples: 1976
download_size: 9444931
dataset_size: 15461624.052000001
- config_name: color_only_discrete_2_classes_0.7
features:
- name: image
dtype: image
- name: index
dtype: int64
- name: digit
dtype: int64
- name: digit_color_ix
dtype: int64
- name: caption
dtype: string
splits:
- name: train
num_bytes: 12877646.66
num_examples: 9870
- name: val
num_bytes: 2577362.392
num_examples: 1976
download_size: 9436414
dataset_size: 15455009.052000001
- config_name: color_only_discrete_2_classes_0.8
features:
- name: image
dtype: image
- name: index
dtype: int64
- name: digit
dtype: int64
- name: digit_color_ix
dtype: int64
- name: caption
dtype: string
splits:
- name: train
num_bytes: 12874281.66
num_examples: 9870
- name: val
num_bytes: 2573004.392
num_examples: 1976
download_size: 9410619
dataset_size: 15447286.052000001
- config_name: color_only_discrete_2_classes_0.9
features:
- name: image
dtype: image
- name: index
dtype: int64
- name: digit
dtype: int64
- name: digit_color_ix
dtype: int64
- name: caption
dtype: string
splits:
- name: train
num_bytes: 12862836.66
num_examples: 9870
- name: val
num_bytes: 2573688.392
num_examples: 1976
download_size: 9393830
dataset_size: 15436525.052000001
configs:
- config_name: color_only_discrete_2_classes_0.5
data_files:
- split: train
path: color_only_discrete_2_classes_0.5/train-*
- split: val
path: color_only_discrete_2_classes_0.5/val-*
- split: test
path: color_only_discrete_2_classes_0.5/test-*
- config_name: color_only_discrete_2_classes_0.6
data_files:
- split: train
path: color_only_discrete_2_classes_0.6/train-*
- split: val
path: color_only_discrete_2_classes_0.6/val-*
- config_name: color_only_discrete_2_classes_0.7
data_files:
- split: train
path: color_only_discrete_2_classes_0.7/train-*
- split: val
path: color_only_discrete_2_classes_0.7/val-*
- config_name: color_only_discrete_2_classes_0.8
data_files:
- split: train
path: color_only_discrete_2_classes_0.8/train-*
- split: val
path: color_only_discrete_2_classes_0.8/val-*
- config_name: color_only_discrete_2_classes_0.9
data_files:
- split: train
path: color_only_discrete_2_classes_0.9/train-*
- split: val
path: color_only_discrete_2_classes_0.9/val-*
---

原始信息汇总

数据集概述

数据集配置

配置 color_only_discrete_2_classes_0.5

• 特征:
  • image: 图像类型
  • index: 整数类型
  • digit: 整数类型
  • digit_color_ix: 整数类型
  • caption: 字符串类型
• 分割:
  • train: 12886049.66 字节, 9870 个样本
  • val: 2576074.392 字节, 1976 个样本
  • test: 2554058.6 字节, 1960 个样本
• 下载大小: 11011458 字节
• 数据集大小: 18016182.652000003 字节

配置 color_only_discrete_2_classes_0.6

• 特征:
  • image: 图像类型
  • index: 整数类型
  • digit: 整数类型
  • digit_color_ix: 整数类型
  • caption: 字符串类型
• 分割:
  • train: 12884271.66 字节, 9870 个样本
  • val: 2577352.392 字节, 1976 个样本
• 下载大小: 9444931 字节
• 数据集大小: 15461624.052000001 字节

配置 color_only_discrete_2_classes_0.7

• 特征:
  • image: 图像类型
  • index: 整数类型
  • digit: 整数类型
  • digit_color_ix: 整数类型
  • caption: 字符串类型
• 分割:
  • train: 12877646.66 字节, 9870 个样本
  • val: 2577362.392 字节, 1976 个样本
• 下载大小: 9436414 字节
• 数据集大小: 15455009.052000001 字节

配置 color_only_discrete_2_classes_0.8

• 特征:
  • image: 图像类型
  • index: 整数类型
  • digit: 整数类型
  • digit_color_ix: 整数类型
  • caption: 字符串类型
• 分割:
  • train: 12874281.66 字节, 9870 个样本
  • val: 2573004.392 字节, 1976 个样本
• 下载大小: 9410619 字节
• 数据集大小: 15447286.052000001 字节

配置 color_only_discrete_2_classes_0.9

• 特征:
  • image: 图像类型
  • index: 整数类型
  • digit: 整数类型
  • digit_color_ix: 整数类型
  • caption: 字符串类型
• 分割:
  • train: 12862836.66 字节, 9870 个样本
  • val: 2573688.392 字节, 1976 个样本
• 下载大小: 9393830 字节
• 数据集大小: 15436525.052000001 字节

数据文件路径

配置 color_only_discrete_2_classes_0.5

• 训练集: color_only_discrete_2_classes_0.5/train-*
• 验证集: color_only_discrete_2_classes_0.5/val-*
• 测试集: color_only_discrete_2_classes_0.5/test-*

配置 color_only_discrete_2_classes_0.6

• 训练集: color_only_discrete_2_classes_0.6/train-*
• 验证集: color_only_discrete_2_classes_0.6/val-*

配置 color_only_discrete_2_classes_0.7

• 训练集: color_only_discrete_2_classes_0.7/train-*
• 验证集: color_only_discrete_2_classes_0.7/val-*

配置 color_only_discrete_2_classes_0.8

• 训练集: color_only_discrete_2_classes_0.8/train-*
• 验证集: color_only_discrete_2_classes_0.8/val-*

配置 color_only_discrete_2_classes_0.9

• 训练集: color_only_discrete_2_classes_0.9/train-*
• 验证集: color_only_discrete_2_classes_0.9/val-*