Stop Annotating.
Start Describing.
Tell AI what to label in plain language.
Watch it annotate your entire dataset — instantly.
Annotation Across Industries
From saving lives to training autonomous systems — Auta handles it all.
Precision annotation for life-saving diagnostics
- Tumor & lesion segmentation in MRI scans
- Organ detection & labeling in CT scans
- AI-assisted reasoning for anatomical structures
- Surgical video annotation & frame tracking
Real-time tracking & tactical intelligence
- Player position tracking across frames
- Ball trajectory & tactical zone mapping
- Action detection — passes, shots, punches
- Natural language AI reasoning on tactics
Powering the next generation of self-driving AI
- Vehicle, pedestrian & traffic sign detection
- Segmentation masks & lane detection
- Compatible with KITTI, Waymo datasets
- Behavior reasoning across urban scenes
The Best Choice for Your Vision Task
Works with images, videos, and every annotation type — no config required.
Create and run annotation tasks directly from chat. Just say what you want — "Segment all the monkeys" or "Draw bounding boxes around vehicles" — and the AI builds and executes the task.
Conversational Annotation
Chat-to-Task
Built Different, By Design
A side-by-side look at what makes Auta the smarter choice for modern annotation teams.
Chat-to-Task Annotation
Only AutaThe only tool where you simply describe your task in plain English and the AI builds, configures, and runs the entire annotation pipeline for you.
Zero-Shot Dataset Generation
Only AutaDon't have images yet? Describe your dataset — Auta sources imagery, generates annotations, and exports a ready-to-train dataset. No images required.
.zip to Annotated Dataset
Only AutaDrop a zip file, describe your goal in one sentence. Auta handles label schema, annotation type, model selection, and batch processing automatically.
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Auta
Roboflow
CVAT
Label Studio
5×
fewer clicks per annotation task
20+
export formats supported
10×
faster than manual labeling
0
images needed for zero-shot mode
Get In Touch
Have a project in mind? Let's collaborate and build something amazing together.
Contact Information
Why Choose Perceptron?
- ✓Expert team with years of AI research experience
- ✓Cutting-edge technology and methodologies
- ✓Custom solutions tailored to your needs
- ✓Proven track record with successful projects