dpdl-benchmark/clevr
收藏资源简介：
--- dataset_info: features: - name: image dtype: image - name: objects sequence: - name: color dtype: int64 - name: material dtype: int64 - name: shape dtype: int64 - name: size dtype: int64 - name: rotation dtype: float32 - name: 3d_coords sequence: float32 - name: pixel_coords sequence: float32 - name: question_answer sequence: - name: question dtype: string - name: answer dtype: string - name: label_count dtype: int64 - name: label_distance dtype: int64 splits: - name: train num_bytes: 9443584035.0 num_examples: 70000 - name: test num_bytes: 2022655126.0 num_examples: 15000 download_size: 11379041204 dataset_size: 11466239161.0 configs: - config_name: default data_files: - split: train path: data/train-* - split: test path: data/test-* ---
数据集概述
数据集特征
- 图像
- 名称: image
- 数据类型: image
- 对象信息
- 名称: objects
- 序列:
- 颜色: color (int64)
- 材质: material (int64)
- 形状: shape (int64)
- 大小: size (int64)
- 旋转: rotation (float32)
- 3D坐标: 3d_coords (序列: float32)
- 像素坐标: pixel_coords (序列: float32)
- 问题与答案
- 名称: question_answer
- 序列:
- 问题: question (string)
- 答案: answer (string)
- 标签计数
- 名称: label_count
- 数据类型: int64
- 标签距离
- 名称: label_distance
- 数据类型: int64
数据集分割
- 训练集
- 名称: train
- 字节数: 9443584035.0
- 样本数: 70000
- 测试集
- 名称: test
- 字节数: 2022655126.0
- 样本数: 15000
数据集大小
- 下载大小: 11379041204
- 数据集大小: 11466239161.0
配置
- 默认配置
- 配置名称: default
- 数据文件:
- 训练集路径: data/train-*
- 测试集路径: data/test-*
