jlynxdev/kortowo-dynamics-image-dataset

---
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': body_swing
'1': crawling
'2': jumping
'3': looking_left
'4': looking_right
'5': looking_up_or_down
'6': moving_down
'7': moving_up
'8': sitting
'9': standing
'10': turning_around
'11': turning_left
'12': turning_right
'13': walking
splits:
- name: train
num_bytes: 5145133631.037
num_examples: 31703
- name: validation
num_bytes: 1236821917.354
num_examples: 7918
download_size: 5783153535
dataset_size: 6381955548.391
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
task_categories:
- image-classification
size_categories:
- 10K<n<100K
---

# Kortowo Dynamics Image Dataset
This is the image dataset for the [Kortowo Dynamics project](https://github.com/KTFish/kortowo-dynamics).

It contains frames derived from the [original video dataset](https://github.com/jlynxdev/kortowo-dynamics-video-dataset).

## Purpose
The initial purpose of this dataset has been to train a video classification model using the strategy of analysing individual frames.

# Contents
The dataset contains video frames of the Boston Dynamics' Spot robot performing different actions.

**Available classes:**
- body_swing
- crawling
- jumping
- looking_left
- looking_right
- looking_up_or_down
- moving_down
- moving_up
- sitting
- standing
- turning_around
- turning_left
- turning_right
- walking

原始信息汇总

数据集概述

数据集信息

• 特征:

  • image: 图像数据
  • label: 标签数据，包含以下类别:
    • body_swing
    • crawling
    • jumping
    • looking_left
    • looking_right
    • looking_up_or_down
    • moving_down
    • moving_up
    • sitting
    • standing
    • turning_around
    • turning_left
    • turning_right
    • walking

• 数据分割:

  • train: 训练集，包含31703个样本，大小为5145133631.037字节
  • validation: 验证集，包含7918个样本，大小为1236821917.354字节

• 数据大小:

  • 下载大小: 5783153535字节
  • 数据集大小: 6381955548.391字节

• 配置:

  • default配置包含以下数据文件:
    • train分割: data/train-*
    • validation分割: data/validation-*

• 任务类别:

  • image-classification

• 大小类别:

  • 10K<n<100K