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Computer Vision
- Semantic Segmentation with Polygons
- Semantic Segmentation with Masks
- Object Detection with Bounding Boxes
- Keypoint Labeling
- Image Captioning
- Optical Character Recognition (OCR)
- Image Classification
- Visual Question Answering
- Object Detection with Ellipses
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Natural Language Processing
- Question Answering
- Sentiment Analysis Text Classification
- Named Entity Recognition
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- Text Summarization
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Audio/Speech Processing
- Automatic Speech Recognition
- Sound Event Detection
- Automatic Speech Recognition using Segments
- Signal Quality Detection
- Speaker Diarization
- Dialogue Analysis
- Intent Classification
- Audio Classification
- Audio Classification with Segments
- Voice Activity Detection
Conversational AI
- Response Generation
- Response Selection
- Coreference Resolution and Entity Linking
- Slot Filling and Intent Classification
Ranking and Scoring
- Pairwise Regression
- Document Retrieval
- Pairwise Classification
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- Text-to-Image Generation
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Structured Data Parsing
- Freeform Metadata
- PDF Classification
- Tabular Data
- HTML Entity Recognition
- HTML Classification
Time Series Analysis
- Time Series Forecasting
- Change Point Detection
- Activity Recognition
- Signal Quality
- Outliers and Anomaly Detection
- Time Series Classification
- Time Series Labeling
Videos
- Video Classification
- Video Timeline Segmentation
- Video Object Detection and Tracking
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- Template Gallery - Computer Vision
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- Template Gallery - Audio/Speech Processing
- Template Gallery - Conversational AI
- Template Gallery - Ranking & Scoring
- Template Gallery - Structured Data Parsing
- Template Gallery - Time Series Analysis
- Template Gallery - Videos
- Template Gallery - Dynamic Labels
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.
Related tags

If you found an error, you can file an issue on GitHub!