Aivia - AI. Visualization. Image Analysis

Artificial Intelligence ● Visualization ● Image Analysis

Based on 20 years of in-house R&D, Aivia is an innovative and complete 2-to-5D image visualization, analysis and interpretation platform. Using state-of-the-art algorithm and software architecture, Aivia delivers top performance on critical tasks such as display of large images and analysis of complex biological phenomena. Aivia is powered by a range of machine learning technology for both image segmentation, object classification and novelty detection. With Aivia, you are the analysis expert.

Key Features

Try Aivia for free

Artificial intelligence

Enhance, segment and predict with state-of-the-art deep learning and machine learning tools tailored to your data

Teravoxel 3D rendering

Visualize trillions of voxels and thousands of objects in real time

Virtual reality

Interactively explore 3D/4D dataset in an immersive environment

Neuron tracing

Fast neuron reconstructions using intelligent tracing tools

3D tracking

Analyze object motion and explore cell division, differentiation and fate

Unrivaled support

Two years of free upgrade and technical support included means one less thing to worry about

Artificial Intelligence

Software That Learns

The development team behind Aivia has over 20 years of experience applying artificial intelligence (AI) solutions for tackling challenging analysis and classification problems.

Aivia can learn to identify specific cell phenotypes (or more generally, specific classes of objects) based on dozens of complex features. In addition, Aivia can suggest new phenotypes / classes that have not yet been identified by the user - thus aiding discovery.

In November 2017, Aivia became the first commercial software to harnesses cutting edge deep learning technology for automated neuron segmentation in 3D electron microscopy images. You can augment Aivia's standard deep learning model using transfer learning to optimize detection on your datasets.

Complete deep learning workflow from ground truth generation to model training to apply and analysis is possible with Aivia 8 and Aivia Cloud. Use the intuitive tools in Aivia 8 to create ground truths; upload the training data to Aivia Cloud to train deep learning model in minutes; and review the results anywhere - all within Aivia's environment.

In Aivia 8.8, we have further enhanced the machine learning-enabled Pixel Classifier. By painting a few sections (in 2D or 3D) of an image, Aivia enhances and segments objects automatically. Users can get high quality results quickly without needing to specify image processing functions or to adjust parameters.

Browse our library of pre-trained deep learning models and apply them to your data. You can integrate deep learning into your image analysis workflow on any recipe in Aivia 9.5, opening up a whole new world of possibilities to process your images.

First and only commercial software package with deep learning
Use the latest convolutional neural network architecture (U-NET, GAN and RCAN)
End-to-end deep learning analysis pipeline within Aivia
Choose from 20 pre-trained deep models and apply the model as part of the recipe workflow
Content-aware image enhancement by painting
Parameter-free object detection
GPU-accelerated apply
Trainable object classification using random forest algorithm
Apply species specific pre-trained model for neuron classification
Identify new phenotypes in your data with Novelty Detection

Deep learning in Aivia

Browse model library

Annotate regions with Magic Wand tool in 2D

Visualization

Terabyte Ready

Display and interact with teravoxel 3D/4D volumes in seconds
Multi-resolution, multi-block architecture for volume rendering
Real time interaction with hundreds of thousands of objects per time point
Optimized data flow (disk to GPU) and object generation
Navigate instantaneously to any time point with intelligent caching
Interactive data exploration in immersive VR environment

Aivia introduces a revolutionary new way to display super-large datasets and interact with hundreds of thousands of 3D objects in real-time. We accomplished this by implementing an innovative multi-resolution, multi-block file architecture for volume rendering; and an efficient memory management system with optimized GPU usage for surface rendering. In Aivia 8.5, volume rendering is further refined - allowing you to display large teravoxel datasets in seconds and interact with individual objects in real-time without lag.

Aivia is also pioneering the latest virtual reality (VR) technology to bring you immersive image exploration. You can view and interact with your 3D and 4D datasets in the VR space to examine and compare objects.

Aivia Viz

Image Analysis

Advanced Solutions For Complex Problems

Aivia currently features 17 application-specific image analysis pipelines called "recipes" for 2 to 5D microscopy images. The recipes incorporate the latest high performance algorithms for image enhancement, segmentation and tracking (where applicable) thus enabling you to accurately detect all objects of interests on your images. Go from raw image to results in as little as one click. You can also optimize the detection parameters using the Recipe Console. You do not need prior background in image processing to get good results.

Explore Aivia's packages:

Aivia 2D

Aivia 3D

Aivia Neuro

Complete portfolio of image analysis pipelines for 2D to 5D datasets
Accurate detection of hundreds of thousands of objects per time point; up to billions per dataset
State-of-the-art algorithms for image analysis
Easy to use package, no image processing background needed
Optimized for processing large datasets quickly