Unlocking the potential of AI for your business
We are applying machine vision and rapid image analysis tools to design elegant, layered and transparent algorithms for an array of quality checks, machine guidance systems and other processes.
When it comes to artificial intelligence
We have carefully composed a set of comprehensive services for you. We provide you with an option to offload a part of your development process to a reliable partner.
Project Analysis
What can we do for you?
- Evaluate your ideas
Are you having a particular project in mind? Let’s discuss it and reveal its possible strengths and weaknesses. The correct analysis may save you and your development team a lot of valuable time.
- Deliver Feasibility Study
Are you having a brilliant idea but you are not sure whether it is feasible? Risk driven feasibility study may be an answer to many of your questions.
Data Collection
What can we do for you?
- Identify what kind of data to collect
What data is being collected is a very important decision that has a direct impact on the robustness of the resulting model.
- Deliver collected data
You specify the data you want and we do all it needs to deliver the data to you. In high quality and quantity according to your requirements.
Data Annotation
What can we do for you?
- Deliver annotated data
Annotating large data sets can be a heavy time & resource-consuming task. With our infrastructure for distributed data annotation, we can deliver annotated data that are checked for quality. You just provide us with data and we will take care of the rest. We use a combination of human and machine annotators to speed up the whole process. You will get your data in an independent format that is optimized for further data processing.
Data Storage
What can we do for you?
- Store your data at a secure location
Storing a large amount of data requires a high degree of maintenance. You have to make sure your data is regularly backed up, stored at a secure location not accessible to unwanted parties. We can do all the heavy lifting for you. You only need to provide us with your data and we will take care of the rest. You can decide at any time to move your data to/from our storage.
- Make your data accessible to your development teams
Transferring data between distributed development teams can be a challenging task. You have to make sure your data is properly synchronized with your single source of truth. Our data storage can be accessed from any place having access to the internet. Your developers always work with the up to date data set whether they are in Frankfurt or Hong Kong.
- Tunnel your data directly in your favorite tools
Handling different data formats and transferring between them can be a tiring task. We already have adapters to many market-leading tools and we are adding more. Use your favorite tool to access your data directly from our storage.
Algorithm Management
What can we do for you?
- Develop an algorithm
In today’s world full of buzzwords, it is difficult to find the right approach to solve a task at hand. With more than a decade of experience in image processing and machine learning, we can provide you with our expertise and implement a robust algorithm for you. You provide us with your data and samples and we will take care of the rest. If technically feasible, you will get an algorithm together with its performance characteristics.
- Keep versioned instances of the algorithm
Versioning your algorithm is as important as versioning your software code. Our infrastructure is capable of keeping track of your progress and making the evolution of your algorithm visible.
- Provide an algorithm as a service
Certain business cases may require your algorithm to be available worldwide. Creating an infrastructure around hosting such a service may be a complex task. We are here for you to take over the responsibility for making your algorithm available securely and reliably.
Algorithm Benchmarking
What can we do for you?
- Analyze performance characteristics
Without a proper feedback, it is difficult to improve whatever you are doing. We see the same analogy with algorithm development. If you are in a need to improve its performance, you first have to analyze its bottle necks. We are here to help you analyze your algorithms and bring an objective, data driven view on your algorithm’s performance.
- Suggest on improvements
Based on the analysis and on our past experience, we can indicate steps to consider for future performance optimizations.
Algorithm Testing
What can we do for you?
- Distributed run of your algorithm
Does development iteration of your algorithm take a tremendous amount of time? Common cause is the time the algorithm needs to execute on large data sets. We deliver a scalable solution that can run your algorithm in multiple instances operating on subsets of your large data sets. This technique can significantly decrease the time required to get a feedback on your development iteration.
- Keeping track of your test results
The ability to find any past test run brings transparency into your development workflow. You can easily spot cases causing frequent test failures or analyze the time based statistics for running your algorithm on specific data.
Data Mining
What can we do for you?
- Tailor made insights into your data
If you make the decision to use our services, we can provide you with tailor made views of your data and its usage. For example algorithm testing & benchmarking produces side effects that may be a subject for your future business development. Data is a very valuable resource and it is a complex task to extract the most out of it.
Follow Us
Email: info@datavision.cz
Phone: +420 212 340 365
DataVision s.r.o.
ID: 27142663
VAT ID: CZ27142663