End-to-End Machine Learning Workflow

Studio guides you through an entire pipeline: from data preparation and image tiling, to annotation, training, and model application. This end-to-end approach ensures you gain a comprehensive understanding of AI-driven microscopy workflows.

Educational Value

Designed with learning in mind, Studio helps students and researchers bridge theoretical knowledge with practical, real-world machine learning applications for microscopy image analysis.

Powerful Infrastructure

Built on modern technologies, Studio leverages GPU acceleration, advanced segmentation models, and distributed processing to handle large datasets and deliver scalable, efficient performance.

Flexible and Modular

Each phase of the workflow—tiling, annotation, training, and analysis—can be customized or extended. Use only the components you need, or follow the entire pipeline to get the most complete experience.