Train computer vision models
with precision

Pictograph combines intuitive annotation tools with AI-powered automation. Build training datasets 10x faster with SAM2 auto-segmentation.

No credit card required. Free tier includes 1,000 annotations/month.

Product Screenshot

Annotation Editor Interface

SAM2 Screenshot

AI-powered polygon generation

AI Annotation

AI-Powered Segmentation

Point. Click. Done.

Draw precise polygons in seconds, not minutes. SAM2 auto-annotation analyzes your image and generates pixel-perfect masks with just a few clicks.

  • Click to add positive points
  • Shift-click to refine boundaries
  • Automatic hole detection for complex shapes
  • Works with any object type
Try SAM2 Annotation
Model Training

From Annotations to Production Models

One-Click Training

Export your annotated dataset and train state-of-the-art models with a single click. No ML infrastructure to manage—just results.

  • YOLOX for object detection
  • Detectron2 for instance segmentation
  • Semantic segmentation with SM-PyTorch
  • Automatic ONNX export for deployment
Learn About Training
Training Screenshot

Model training dashboard

Everything you need to train models

From annotation to deployment, Pictograph handles the entire workflow.

Multi-format Annotations

Bounding boxes, polygons, polylines, and keypoints. Export to COCO, YOLO, or Pictograph JSON format.

Team Collaboration

Multi-tenant workspaces with role-based access. Owner, Admin, Member, and Viewer roles.

Developer API

Python SDK and REST API for programmatic access. Download datasets, upload images, manage annotations.

Cloud-Native

Built on Google Cloud Run. Automatic scaling, CDN thumbnails, and persistent storage.

Start building your training dataset today

1,000 free annotations per month. No credit card required.