Free Sample Dataset - 1000 High Resolution Images & Metadata

**Overview**
This is a free sample dataset consisting of 1000 images and accompanying metadata sourced from our +550 million image library. Image types for this sample include photos, vectors, and illustrations across a vast range of content categories and settings. This sample includes a wide range of metadata fields including content descriptions and keywords that make it ideal for powering a wide variety of machine learning use cases.

If you’d like to start licensing data from the full range of imagery and metadata available at Shutterstock please reach out directly to our team at [e-mail] to start using our tailored services to help ideate, curate and customize datasets for your unique business needs.

**Use cases**
This type of data can be licensed from Shutterstock for a wide variety of use cases including powering machine learning models that have generative capabilities.

**Metadata**

Sample metadata fields included in this dataset are listed below, for a full list of all metadata available from Shutterstock please contact our team at [e-mail].

**asset metadata:**

id
keywords
image_type
is_creative
mature_flag
date_submitted
date_captured
asset_location
popularity_score
german_description
spanish_description
french_description
korean_description
japanese_description
labels
moderation_labels
has_model_release
has_people
primary_category


**file metadata:**

asset_id
asset_file_size
asset_file_extension
asset_file_size_in_bytes
width
height
orientation


**model metadata:**
asset_id
model_release_id
age_range
age_in_years
gender
ethnicity

**Our data**

Shutterstock offers the largest, highest quality and most diverse collection of creative content with best-in-class metadata, giving technology businesses the scale and accuracy they need to build and sustain a wide variety of machine learning models. Our growing library of +550M images, +40M videos, +4M music and audio tracks, and +1.2M 3D models and data is human-reviewed for accuracy and IP infringement, allowing you to use our data worry-free and avoid unwanted or unlawful content. We ethically source all content from over 2 million creators in +150 countries and with over 60 million new assets added annually, our ever-growing library gives you access to fresh and diverse datasets that can be refreshed regularly to meet all your data needs.

**概述**
本数据集为免费示例数据集，包含取自我们超5.5亿张图像库的1000张图像及配套元数据。本示例涵盖照片、矢量图、插画等多种图像类型，内容类别与应用场景覆盖范围极广。数据集包含丰富的元数据字段，涵盖内容描述与关键词等信息，非常适合支撑各类机器学习应用场景。
若您希望获得Shutterstock全量图像与元数据的授权许可，请直接通过[e-mail]联系我们的团队，我们将为您提供定制化服务，针对您独特的业务需求进行创意构思、数据甄选与数据集定制。

**应用场景**
此类数据可从Shutterstock获得授权，适用于各类应用场景，包括支撑具备生成能力的机器学习模型研发。

**元数据**
本数据集包含的示例元数据字段如下，若需获取Shutterstock提供的全部元数据清单，请通过[e-mail]联系我们的团队。

**资产元数据：**
ID
关键词
图像类型
是否为创意内容
成人内容标记
提交日期
拍摄日期
资产位置
热度评分
德语描述
西班牙语描述
法语描述
韩语描述
日语描述
标签
审核标签
是否有模特授权
是否含人物
主类别

**文件元数据：**
资产ID
资产文件大小
资产文件扩展名
资产文件字节大小
宽度
高度
朝向

**模特元数据：**
资产ID
模特授权ID
年龄范围
实际年龄
性别
种族

**我们的数据资源**
Shutterstock拥有规模最大、品质最优且品类最丰富的创意内容库，搭配顶级水准的元数据，可为科技企业构建并维护各类机器学习模型提供所需的规模与精度保障。我们不断扩容的内容库包含超5.5亿张图像、超4000万条视频、超400万首音乐与音频曲目，以及超120万个3D模型与数据资源，所有内容均经过人工审核，以确保准确性并规避知识产权侵权风险，让您可放心使用我们的数据，无需担心违规或非法内容。我们的所有内容均通过合规渠道来自全球150余个国家的超200万创作者，且每年新增超6000万份新资源，持续扩容的内容库可为您提供新鲜多元的数据集，并支持定期更新以满足您的各类数据需求。

搜集汇总

背景与挑战

背景概述

该数据集是Shutterstock提供的免费样本数据集，包含1000张高分辨率图像及丰富元数据，涵盖多种图像类型和内容类别，适用于多种机器学习应用场景。