Use Cases
From NLP research to computer vision, see how teams use Potato to build high-quality training datasets.
Natural Language Processing
Text classification, sentiment analysis, named entity recognition, and span annotation for NLP research and applications.
Common Tasks
Annotation Types
Example Design
Sentiment Analysis
Classify social media posts by sentiment with radio buttons and optional text explanations.
View ExampleComputer Vision
Image classification, object detection with bounding boxes, and segmentation with polygon annotation.
Common Tasks
Annotation Types
Example Design
Image Classification
Multi-label image classification with object categories and attributes.
View ExampleAudio & Speech
Audio transcription review, speaker diarization, emotion detection, and music annotation with waveform visualization.
Common Tasks
Annotation Types
Example Design
Speech Emotion Recognition
Classify emotional content in speech with waveform playback and Likert scales.
View ExampleLLM Evaluation & RLHF
Human preference data collection, response quality rating, and safety evaluation for language model training.
Common Tasks
Annotation Types
Example Design
Pairwise Comparison
Compare two AI responses and select the better one for RLHF training.
View ExampleHealthcare & Medical
Clinical NLP, medical image annotation, adverse event detection, and patient record coding with privacy-first self-hosting.
Common Tasks
Annotation Types
Example Design
Adverse Drug Events
Extract drug mentions and adverse events from clinical text.
View ExampleSocial Science Research
Survey instruments, content analysis, discourse annotation, and qualitative coding for social science studies.
Common Tasks
Annotation Types
Trusted Across Industries
Academia
Universities and research labs
Healthcare
Hospitals and medical research
Technology
AI/ML startups and teams
Government
Public sector research
Finance
Document processing and NLP
Media
Content analysis and moderation
Have a Unique Use Case?
Potato's flexible YAML configuration supports virtually any annotation task. Check out our showcase or build your own in the playground.