eurecom-ds/multi_dsprites

Name: eurecom-ds/multi_dsprites
Creator: eurecom-ds
Published: 2024-03-28 17:05:36
License: 暂无描述

Hugging Face2024-03-28 更新2024-06-11 收录

下载链接：

https://hf-mirror.com/datasets/eurecom-ds/multi_dsprites

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资源简介：

--- license: apache-2.0 dataset_info: - config_name: binarized features: - name: image dtype: image - name: mask_obj_1 dtype: image - name: mask_obj_2 dtype: image - name: mask_obj_3 dtype: image - name: mask_obj_4 dtype: image - name: color_obj_1 dtype: image - name: color_obj_2 dtype: image - name: color_obj_3 dtype: image - name: color_obj_4 dtype: image - name: x sequence: float32 - name: y sequence: float32 - name: shape sequence: uint8 - name: visibility sequence: uint8 - name: orientation sequence: float32 - name: scale sequence: float32 splits: - name: train num_bytes: 1266067062.0 num_examples: 1000000 download_size: 778084900 dataset_size: 1266067062.0 - config_name: colored_on_colored features: - name: image dtype: image - name: mask_obj_1 dtype: image - name: mask_obj_2 dtype: image - name: mask_obj_3 dtype: image - name: mask_obj_4 dtype: image - name: mask_obj_5 dtype: image - name: color_obj_1 dtype: image - name: color_obj_2 dtype: image - name: color_obj_3 dtype: image - name: color_obj_4 dtype: image - name: color_obj_5 dtype: image - name: x sequence: float32 - name: y sequence: float32 - name: shape sequence: uint8 - name: visibility sequence: uint8 - name: orientation sequence: float32 - name: scale sequence: float32 splits: - name: train num_bytes: 1605442285.0 num_examples: 1000000 download_size: 1046424793 dataset_size: 1605442285.0 - config_name: colored_on_grayscale features: - name: image dtype: image - name: mask_obj_1 dtype: image - name: mask_obj_2 dtype: image - name: mask_obj_3 dtype: image - name: mask_obj_4 dtype: image - name: mask_obj_5 dtype: image - name: mask_obj_6 dtype: image - name: color_obj_1 dtype: image - name: color_obj_2 dtype: image - name: color_obj_3 dtype: image - name: color_obj_4 dtype: image - name: color_obj_5 dtype: image - name: color_obj_6 dtype: image - name: x sequence: float32 - name: y sequence: float32 - name: shape sequence: uint8 - name: visibility sequence: uint8 - name: orientation sequence: float32 - name: scale sequence: float32 splits: - name: train num_bytes: 1942481137.0 num_examples: 1000000 download_size: 1298383544 dataset_size: 1942481137.0 configs: - config_name: binarized data_files: - split: train path: binarized/train-* - config_name: colored_on_colored data_files: - split: train path: colored_on_colored/train-* - config_name: colored_on_grayscale data_files: - split: train path: colored_on_grayscale/train-* ---

提供机构：

eurecom-ds

原始信息汇总

数据集概述

配置一：binarized

特征:
- image: 图像类型
- mask_obj_1 至 mask_obj_4: 图像类型
- color_obj_1 至 color_obj_4: 图像类型
- x, y: 序列，数据类型为float32
- shape, visibility: 序列，数据类型为uint8
- orientation, scale: 序列，数据类型为float32
分割:
- train: 1000000个样本，数据大小为1266067062.0字节
- 下载大小: 778084900字节
- 数据集大小: 1266067062.0字节

配置二：colored_on_colored

特征:
- image: 图像类型
- mask_obj_1 至 mask_obj_5: 图像类型
- color_obj_1 至 color_obj_5: 图像类型
- x, y: 序列，数据类型为float32
- shape, visibility: 序列，数据类型为uint8
- orientation, scale: 序列，数据类型为float32
分割:
- train: 1000000个样本，数据大小为1605442285.0字节
- 下载大小: 1046424793字节
- 数据集大小: 1605442285.0字节

配置三：colored_on_grayscale

特征:
- image: 图像类型
- mask_obj_1 至 mask_obj_6: 图像类型
- color_obj_1 至 color_obj_6: 图像类型
- x, y: 序列，数据类型为float32
- shape, visibility: 序列，数据类型为uint8
- orientation, scale: 序列，数据类型为float32
分割:
- train: 1000000个样本，数据大小为1942481137.0字节
- 下载大小: 1298383544字节
- 数据集大小: 1942481137.0字节

数据文件

配置一: train 数据文件路径为 binarized/train-*
配置二: train 数据文件路径为 colored_on_colored/train-*
配置三: train 数据文件路径为 colored_on_grayscale/train-*

许可证

许可证: Apache-2.0

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