dpdl-benchmark/gtsrb

---
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': 20_speed
'1': 30_speed
'2': 50_speed
'3': 60_speed
'4': 70_speed
'5': 80_speed
'6': 80_lifted
'7': 100_speed
'8': 120_speed
'9': no_overtaking_general
'10': no_overtaking_trucks
'11': right_of_way_crossing
'12': right_of_way_general
'13': give_way
'14': stop
'15': no_way_general
'16': no_way_trucks
'17': no_way_one_way
'18': attention_general
'19': attention_left_turn
'20': attention_right_turn
'21': attention_curvy
'22': attention_bumpers
'23': attention_slippery
'24': attention_bottleneck
'25': attention_construction
'26': attention_traffic_light
'27': attention_pedestrian
'28': attention_children
'29': attention_bikes
'30': attention_snowflake
'31': attention_deer
'32': lifted_general
'33': turn_right
'34': turn_left
'35': turn_straight
'36': turn_straight_right
'37': turn_straight_left
'38': turn_right_down
'39': turn_left_down
'40': turn_circle
'41': lifted_no_overtaking_general
'42': lifted_no_overtaking_trucks
splits:
- name: train
num_bytes: 144935717.0
num_examples: 26640
- name: test
num_bytes: 68597693.25
num_examples: 12630
download_size: 215411050
dataset_size: 213533410.25
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
---

原始信息汇总

数据集概述

数据集特征

• image：图像数据类型。
• label：分类标签数据类型，包含以下类别：
  • 20_speed
  • 30_speed
  • 50_speed
  • 60_speed
  • 70_speed
  • 80_speed
  • 80_lifted
  • 100_speed
  • 120_speed
  • no_overtaking_general
  • no_overtaking_trucks
  • right_of_way_crossing
  • right_of_way_general
  • give_way
  • stop
  • no_way_general
  • no_way_trucks
  • no_way_one_way
  • attention_general
  • attention_left_turn
  • attention_right_turn
  • attention_curvy
  • attention_bumpers
  • attention_slippery
  • attention_bottleneck
  • attention_construction
  • attention_traffic_light
  • attention_pedestrian
  • attention_children
  • attention_bikes
  • attention_snowflake
  • attention_deer
  • lifted_general
  • turn_right
  • turn_left
  • turn_straight
  • turn_straight_right
  • turn_straight_left
  • turn_right_down
  • turn_left_down
  • turn_circle
  • lifted_no_overtaking_general
  • lifted_no_overtaking_trucks

数据集分割

• train：训练集，包含26640个样本，总大小为144935717字节。
• test：测试集，包含12630个样本，总大小为68597693.25字节。

数据集大小

• 下载大小：215411050字节
• 数据集总大小：213533410.25字节

数据文件配置

• default 配置：
  • 训练集路径：data/train-*
  • 测试集路径：data/test-*