Self-Supervised Learning
Our model trains directly on your data using self-supervised learning. This means we do not rely on external datasets. The model adapts to your specific scanning data, ensuring accurate and tailored 3D models of your micro or nano structures.
Training usually takes between 10 to 30 minutes, depending on the size of your dataset. During this time, we optimize various parameters, such as neural representations, segmentation, and corrections for any distortions in the scanning process.
Differentiable Imaging Pipeline
Traditional 3D imaging often involves many steps that need manual adjustments. Our approach uses a fully differentiable imaging pipeline. This means all parts of the process are connected and can be optimized together. This leads to faster and more accurate results.
By integrating imaging physics with machine learning, we simplify the workflow for creating 3D models from your scanning data. This method reduces the need for manual intervention and helps you focus on your research.
Custom-Built AI Models
We build custom AI models that adapt to the specific needs of each dataset by using information about the sample and scanner settings. This approach allows our models to better understand and process complex 3D structures with improved accuracy.
We use advanced segmentation to break down the data into meaningful parts, while our iterative optimization fine-tunes the model in real time. This ensures that the final 3D models are highly detailed and precisely tailored to each application, helping scientists and engineers get the most out of their data.
Key Benefits
Tailored Training
Our model adapts to your data, providing results that match your specific needs.
Quick Processing
Get 3D models in as little as 10 minutes, speeding up your workflow.
Simplified Workflow
Reduce manual steps with our integrated pipeline, allowing you to focus on analysis.
Accurate Models
Benefit from advanced techniques that enhance the quality of your 3D models.
Data Privacy
Your data stays secure; our models train directly on your datasets without external reliance.
Support for Various Datasets
Our technology works with different types of scanning data, making it versatile.
Discover Our Solutions
Learn how TomoStudio AI can assist you in creating precise 3D models from your scanning data.