TADAVIZ
EXPLORE AND VISUALIZE YOUR DATA
UNLEASH ITS POTENTIAL
TADAVIZ IS THE STORY OF AN INTERNAL TOOL DEVELOPED BY AND FOR DATA EXPERTS. THIS TOOL CAME IN RESPONSE TO RECURRING NEEDS THAT OUR TEAM HAD.
IN OUR QUEST TO MAKE AI AVAILABLE TO EVERYONE, IT SEEMED NATURAL TO ALSO MAKE THIS TOOL ACCESSIBLE TO THE PUBLIC.
We started with the observation that companies are generating and capturing more and more data. But they don’t always know how to use it. It must be said that databases are more and more massive and contain so many parameters that a human analysis, if not impossible, becomes very difficult.
And yet, unrepresentative, poorly structured or annotated data is one of the main causes of failure in an AI project. Why is this? Well, because machine learning is very sensitive to outliers (aberrant, false or unrepresentative data). So we had to treat the root of the problem.
In light of this, we did not wait to provide a solution. That solution is called Tadaviz. A tool that allows Neovision to analyze in depth and qualify its clients’ data sets. This tool, intended for internal use, can also be specified and made available to Neovision customers.
DATA MINING & VISUALIZATION
Understand and qualify your dataset
Whatever your data (image, text, sound, statistics…), it is possible to analyze it with Tadaviz. Once the right representation is chosen (a real data scientist’s job), we proceed to a reduction of the dimensions of your data and project it in 2D. This representation and this projection allow for human analysis and, what’s more, a visual one!
With Tadaviz, you can :
- Identify clusters
- Identify correlations
- Identify outliers
- Highlight biases
- Compare data sources
In short, once analyzed with Tadaviz, your dataset will have no more secrets for you. We will be able to tell if it is usable as is.
ACCELERATE YOUR AI PROJECT!
Validate technological choices with your dataset
By qualifying your dataset, you validate essential steps and real prerequisites for an AI project. From annotation to cleaning and validation of its representativeness, everything is there!
Moreover, by choosing the right representation for their data, a data scientist can rely on Tadaviz to confirm their intuitions and technological choices.
For example, in the video presentation above, Victor explains that after using Tadaviz, he was able to realize that the algorithm he had targeted for his classification task would give quite satisfactory results since the latter was adapted to the data set processed.
A TOOL & NEOVISION SUPPORT
Benefit from Neovision’s support and expertise
Customization is part of Neovision’s DNA. We are convinced that in artificial intelligence, 100% off-the-shelf solutions do not provide the best performance. We apply this logic to our Tadaviz tool. A powerful and adaptable tool that you need to know how to master. It’s a good thing we designed and developed it ourselves.
Development of customized features
You have very specific data or needs? We develop features to adapt Tadaviz to your use and make sure it perfectly meets your expectations.
Neovision coaching and training
Getting started with Tadaviz is a job for data experts. Does your team need help? We will train them on how to use Tadaviz to make it easier to learn. Tadaviz and your data will no longer hold any secrets for you.
Neovision’s Tadaviz services
You see potential in your data but you don’t have enough skills? You aren’t sure of what you interpreted? Neovision will explore and analyze your dataset. Our team can start from scratch or audit what you did on your end.