Product Overview of Aivia
Aivia is a cutting-edge, comprehensive platform designed for 2-to-5D image visualization, analysis, and interpretation, leveraging 20 years of in-house research and development. This innovative software is tailored to meet the complex needs of biological and medical imaging, making advanced data analysis accessible to all users, regardless of their computer science expertise.
Key Features and Functionality
Artificial Intelligence
Aivia is powered by state-of-the-art machine learning and deep learning technologies. It includes tools for image segmentation, object classification, and novelty detection. Key AI features include:
- Deep Learning Models: Utilizes convolutional neural network architectures such as U-NET, GAN, and RCAN. Users can choose from 20 pre-trained deep models and integrate them into their analysis workflows.
- Parameter-Free Object Detection: Enables automatic detection of objects without the need for manual parameter adjustment.
- Trainable Object Classification: Allows for the training of models using random forest algorithms and species-specific pre-trained models for neuron classification.
- Novelty Detection: Identifies new phenotypes in the data, enhancing the discovery process.
Visualization
Aivia offers robust visualization capabilities:
- Teravoxel 3D Rendering: Visualize trillions of voxels and thousands of objects in real-time, using multi-resolution, multi-block architecture for volume rendering.
- Virtual Reality: Interactively explore 3D/4D datasets in an immersive VR environment, enhancing the interactive data exploration experience.
- Real-Time Interaction: Navigate instantly to any time point with intelligent caching, ensuring seamless interaction with large datasets.
Image Analysis
The platform includes advanced image analysis pipelines known as “recipes” that cover a wide range of applications:
- Application-Specific Pipelines: 17 pre-defined pipelines for 2D to 5D microscopy images, including image enhancement, segmentation, and tracking. These pipelines are optimized for processing large datasets quickly and accurately.
- Cell and Neuron Analysis: Features such as cell detection, tracking, and neuron tracing are available. Aivia supports tasks like cell proliferation, wound healing assays, neurite outgrowth, and stem cell colony detection.
- Easy to Use: Designed to be user-friendly, Aivia does not require prior background in image processing to achieve good results.
Additional Capabilities
- Automation and Customization: Aivia allows for the automation of repetitive tasks and workflows using AI Assistants. Users can customize these assistants to fit their specific needs and workflows.
- Collaboration: The platform facilitates collaboration among team members by enabling the sharing of AI sessions and joint work on projects, boosting productivity and learning.
- Cloud and Local Computing: Aivia can be used both on local computers and via a web browser (AiviaWeb), leveraging both local and cloud computing resources for flexible and reliable access.
Plans and Packages
Aivia offers various plans to cater to different needs:
- Aivia Go: Provides state-of-the-art image visualization and analysis tools, ideal for research laboratories and imaging core facilities.
- Aivia Elevate: Specialized AI solutions for either neuro or cell biology image visualization and analysis.
- Aivia Apex: The most comprehensive package, including full functionality and the ability to apply custom deep learning models.
In summary, Aivia is a powerful and user-friendly platform that integrates advanced AI, visualization, and image analysis capabilities, making it an indispensable tool for biologists and researchers aiming to streamline their image analysis workflows and achieve high-quality results efficiently.