Alvíss AI
Build your own Bayesian Deep Learning models.
Build Robust AI Yourself
Using Alvíss AI™ in your products can give you several strategic advantages that improve your agility and competitiveness.
Alvíss AI supports Bayesian models, that quantify prediction uncertainty, need less data for training, and enables domain knowledge inclusion for your AI models implemented within your software, IoT, and robots. drones. devices or machines.
Alvíss AI™ can help you eliminate the barriers and turn them into USPs. By optimizing product development to be more efficient and less resource-demanding, Alvíss AI™ makes your business development less costly and easily scalable, thus enabling a business opportunity you cannot afford to miss.
Using Alvíss AI™ in your products can give you several strategic advantages that improve your agility and competitiveness.
Alvíss AI supports Bayesian models, that quantify prediction uncertainty, need less data for training, and enables domain knowledge inclusion for your AI models implemented within your software, IoT, and robots. drones. devices or machines.
Alvíss AI™ can help you eliminate the barriers and turn them into USPs. By optimizing product development to be more efficient and less resource-demanding, Alvíss AI™ makes your business development less costly and easily scalable, thus enabling a business opportunity you cannot afford to miss.
Alvíss AI: safe and useful
Our goal is to make safe and useful AI ubiquitous in all industries. That is why we build a platform that allows people to build AI models with propper uncertainty estimation themselves.
Alvíss is based on a Bayesian Deep Learning technique, only recently available in computing. It combines the power of deep learning with prior knowledge. This enables all models to not only make a prediction from the knowledge it has learned but also tell how confident it is about that prediction. Many AI failures you've read about can be attributed to this missing piece. Knowing what they don't know is absolutely crucial for an AI model to be safe.
Alvíss is based on a Bayesian Deep Learning technique, only recently available in computing. It combines the power of deep learning with prior knowledge. This enables all models to not only make a prediction from the knowledge it has learned but also tell how confident it is about that prediction. Many AI failures you've read about can be attributed to this missing piece. Knowing what they don't know is absolutely crucial for an AI model to be safe.
Accelerate your AI adoption process
Alvíss AI offers several functionalities that will help you integrate AI into your products simply and quickly.
KICKSTART YOUR PROJECT WITH PRE-TRAINED MODELS
Pre-trained models allow you to start using Alvíss AI with minimum effort to initialize your project. No need for data and hours of training. You can pre-trained models to make predictions on your data right away. Most capabilities also allow you to incrementally train a pre-trained model further with your dataset, which can help you reach the desired performance on your specific problems faster than training new models from scratch.
HIGHLY CONFIGURABLE MODELS
Different network architectures suit different kinds of problems. Despite default values that enable quick start, you can choose to configure the models to better perform for your use case. For example, we offer a wide variety of network architectures for each domain, including both well-established technology commonly used in the industry e.g. ResNet for Image Classification, and other alternatives that are based on promising recent research. That means a lot of model improvement can be achieved by tweaking the configurations, instead of having to implement the model yourself.
AI AS A SERVICE
Our streamlined workflows of building, deploying, and maintaining models can reduce time and cost by over 90%. With the AIaaS approach, we handle all computing infrastructures. You can instead focus entirely on your research and development. Once the model is ready, you can start using it in your application right away. Alvíss AI also includes a user interface that helps you separate concerns between ML model development and programming.
SEAMLESS INTEGRATION USING ALVÍSS API
Alvíss AI is developed as an API-based service. We provide extensive API endpoints that allow you to access all functionalities via HTTP calls. By calling the endpoints programmatically, you can simply integrate the models into your application regardless of your development environment.
Features
We work hard every day to make our customers lives better and happier
- GENERICKnowledge Transfer
Our AI is also capable of handling cross-domain knowledge transfer and autonomous learning in multiple environments and verticals. - TRUSTWORTHYUncertainty Quantification
In addition to making predictions, Alvíss is also capable of quantifying the uncertainty of its prediction. A massive improvement that minimizes the risk of using AI. - QUICK STARTPre-trained Models
We have a number of pre-trained models for you to get predictions for your data immediately with no training. They can also be a starting point for further training with your own dataset. - CONFIGURABLENetwork Configuration
Alvíss AI is also fun to use for a machine learning pro. With the ability to configure network architecture, you can tweak the settings to fine-tune your network. - FAST DEVELOPMENTAI As A Service
We streamline workflows of building, deploying, and maintaining models thereby reducing time and cost by over 90%. Alvíss AI helps you proceed from the development to the production phase faster than ever. - FLEXIBLEAPI Based
With the API backend, you can integrate Alvíss AI with your application with little effort. Automate the use of our platform in the way that suits you best.
Capabilities
All capabilities in Alvíss AI, in addition to prediction, quantify the certainty of its prediction.
This extra measure is the key to improving safety in AI applications and preventing your system from acting rashly when it is unsure.
This extra measure is the key to improving safety in AI applications and preventing your system from acting rashly when it is unsure.
Time Series
Time Series capabilities take historical sequential data and forecast future trends. Many of these problems relate to supply chain optimization, novelty detection, house price prediction, and plenty of others that occur on a daily basis for data-driven companies.
Optimize Instead of forecasting, sometimes you are more interested in what you can do to achieve the best result. Alvíss AI allows you to identify target output, and it will predict input values that will optimize the measure. With great flexibility in target specification, you can directly customize it to suit particular questions.
Simulate One of the more useful aspects of having a model, beyond predictions, is the ability to evaluate the consequences of any deviation from a scenario. With Alvíss AI, you can specify two input scenarios: base scenario, and test scenario reflecting the deviation in question. You can then gain an insight into how much each metric may impact the outcome.
You can read more about the time series here.
Optimize Instead of forecasting, sometimes you are more interested in what you can do to achieve the best result. Alvíss AI allows you to identify target output, and it will predict input values that will optimize the measure. With great flexibility in target specification, you can directly customize it to suit particular questions.
Simulate One of the more useful aspects of having a model, beyond predictions, is the ability to evaluate the consequences of any deviation from a scenario. With Alvíss AI, you can specify two input scenarios: base scenario, and test scenario reflecting the deviation in question. You can then gain an insight into how much each metric may impact the outcome.
You can read more about the time series here.
Object Detection
Object Detection, as the name suggests, detects and identifies an object on an image. It enables a number of automation systems that relies on visual cues such as self-driving car, fault detection, etc.
With this example, uncertainty measures from Alvíss AI enable a self-driving car to ask for human intervention when it drives into an unusual scene it has not seen before, and a camera isn't sure whether it has detected an obstacle or just a part of the new scene.
Learn more about Object Detection here.
With this example, uncertainty measures from Alvíss AI enable a self-driving car to ask for human intervention when it drives into an unusual scene it has not seen before, and a camera isn't sure whether it has detected an obstacle or just a part of the new scene.
Learn more about Object Detection here.
Image Classification
Image Classification sorts images into given categories. One of the areas that benefit a lot from it is medical applications; to detect anomalies in x-ray film or other kinds of images where anomalies can vary greatly in its appearance. Image classification can then suggest abnormalities with better coverage than object detection.
In a use case where the result is critical, Alvíss AI provides exactly the uncertainty quantification that you need.
Learn more about Image Classification here.
In a use case where the result is critical, Alvíss AI provides exactly the uncertainty quantification that you need.
Learn more about Image Classification here.
Optical character recognition(OCR)
Optical character recognition(OCR) involves reading characters from an image. Alvíss AI focuses on reading text in the "wild" i.e. billboards, road signs etc.