Video Classification
If you want to build a video classification machine learning model, for example for content moderation or training use cases, you want a relevant dataset of classified videos. Use this template to classify videos.
You can build a video classifier using the HyperText tag or the Video tag.
Interactive Template Preview
Labeling Configuration
Use the Video tag:
<View>
<Video name="video" value="$video"/>
<Choices name="choice" toName="video" showInline="true">
<Choice value="Blurry" />
<Choice value="Sharp" />
</Choices>
</View>About the labeling configuration
All labeling configurations must be wrapped in View tags.
Use the Video object tag to display video clips in Label Studio Enterprise:
<Video name="video" value="$video"/>Use the Choices control tag to provide classification options to annotators:
<Choices name="choice" toName="video" showInline="true">
<Choice value="Blurry" />
<Choice value="Sharp" />
</Choices>Labeling Configuration
Using the HyperText tag:
<View>
<Choices name="type" toName="video" choice="single-radio">
<Choice value="Motion"></Choice>
<Choice value="Stable"></Choice>
</Choices>
<HyperText name="video" value="$html"></HyperText>
</View>
<!-- { "html": "<embed src='https://www.youtube.com/embed/mf9TKj0NuTQ'></embed>" } -->About the labeling configuration
All labeling configurations must be wrapped in View tags.
Use the Choices control tag to provide a single choice for annotators to use to classify the video:
<Choices name="type" toName="video" choice="single-radio">
<Choice value="Motion"></Choice>
<Choice value="Stable"></Choice>
</Choices>Use the HyperText tag to display video clips to annotators in Label Studio:
<HyperText name="video" value="$html"></HyperText>Input data
To use the labeling configuration with HyperText tags, prepare input data like the following example using the HTML video tag:
[
{ "html": "<video src='examples.com/1.mp4'>" },
{ "html": "<video src='examples.com/2.mp4'>" }
]You can also embed videos available on the web:
[
{ "html": "<embed src='https://www.youtube.com/embed/mf9TKj0NuTQ'></embed>" }
]Read more about the HTML video tag on the W3 Schools website.