30th April 2021 in 17:26
Tags: classification, classifier, Computer Vision, Core ML, Machine Learning, machine vision, ML, neural network, neural network development, neural network training, PyTorch, recognition, TorchScript, transformation
FASTEP is our internal startup that offers businesses the chance to optimize their work with interactive instructions and video calls using augmented reality (AR). It works on mobile apps including the one for iOS.
An important part of FASTEP is the classification and identification module for appliance recognition based on the computer vision. For the user, everything looks very simple. You show the front panel of the equipment to the camera, and the software will offer a match from the database and instructions for exactly what is in front of you. With this tool, you do not need to enter the model identification number or search for it by its appearance.
To make it so fast and convenient, we had to optimize the process.
4th March 2020 in 14:05
02/21/2020, Russia, Krasnodar. Spider Group will get over $300,000 in funding to develop an AR guide FASTEP designed for creating household appliance manuals. The platform includes a mobile application for end-users and SDK that helps to make the manuals. The competitive grant is provided by The Foundation for Assistance to Small Innovative Enterprises (FASIE) under the Digital Economy program.
FASTEP strives to maximize user experience by showing numerous ways of interacting with household appliances while also reducing the cost of product support services. Its algorithm identifies a specific model through the phone’s camera and offers a set of step-by-step instructions from a unique catalog.
Spider Group has raised $314,000, which is the maximum amount of funding provided by FASIE in the competition. In total, FASTEP will receive $407,000, with $94,000 being the company’s own investment.
FASTEP’s key features:
- the mobile application with AR technology makes it easy to use the household appliance and industrial machinery;
- the built-in neural network identifies a device through the camera;
- the SDK serves for smooth integration with other companies’ applications.
The mobile application will be available both on Google Play and the App Store in the middle of 2020. Spider Group is currently negotiating the pilot project with household appliance retailers, distributors, and manufacturers for whom the platform will serve as the means to reduce the customer support expenses, build trusting relationships with the client, and create a new unique selling proposition (USP).
The project’s neural network algorithm was made in collaborative research with Saint Petersburg Electrotechnical University ‘LETI’.
FASTEP utilizes augmented reality and neural networks to provide the user with easy to follow step-by-step manuals for household appliances, electronics, and industrial machinery. Its intuitive design helps the user get the help they need anytime and anywhere regardless of their experience with a specific facility, which, in turn, increases customer loyalty and serves as a catalyst in training customer service representatives. The instructions allow for the optimal use of the appliance, reducing the risk of causing any unnecessary damage.
FASTEP is the intellectual property of Spider Group.
Spider Group was founded in Krasnodar in 2000. The company’s portfolio contains more than 2,000 completed projects, including websites and corporate web solutions, interactive applications, projection and holographic systems, multimedia systems for international exhibitions and forums, mobile AR/VR and neural network solutions.
The Foundation for Assistance to Small Innovative Enterprises in the Scientific and Technical Field is a non-profit initiative in the form of a federal state budgetary institution established in accordance with Decree of the Government of the Russian Federation of February 3, 1994, No. 65.
The main objectives of the fund: the implementation of the state policy of development and support in the scientific and technical sphere, the creation and development of the support infrastructure, the promotion of new jobs for the effective use of the scientific and technical potential of the Russian Federation, financial, information and other assistance, the involvement of young people in innovation, and also attracting extrabudgetary investments in the field of small innovative entrepreneurship.
The Innovation Promotion Fund provides support to small enterprises for research and development in the field of digital solutions.
13th February 2020 in 18:27
Operators of the support measures of the national program “Digital Economy” named the leaders in the development of end-to-end digital technologies in the Russian Federation. Spider Group is recognized as one of the leaders in the field of augmented and virtual reality.
The national development program of Russia identifies seven of the most important areas of digital technologies: artificial intelligence, virtual and augmented reality, novel manufacturing technologies, wireless communication, distributed registry systems, robotics and sensor components, quantum technologies. In 2019 a competitive selection was conducted by the Ministry of Industry and Trade of Russia, the Fund for the Promotion of Innovations, JSC RVC, the Russian Fund for the Development of Information Technologies and the Skolkovo Fund. They reviewed over 1300 applications.
Development of each of the fields will take place according to a special plan — a roadmap from the supervising organisation. In the field of augmented and virtual reality, the Far Eastern Federal University became the supervisor. The deadline for implementing the plan is defined as until 2024, and private capital will prevail in the program’s budget: 38.1 billion rubles should come from extrabudgetary sources and the government budget will provide only 28.2 billion.
Program participants who submitted applications in 2019 also submitted detailed business plans of the projects to the program. Each leader went through many months of rigorous selection.
Spider Group and its colleagues will receive grants for the implementation of the announced solutions. As a result of the program, a new generation of innovative businesses will be born, which will determine Russia’s technological leadership at the global stage and will repeatedly compensate provided support to the government budget.
News and articles about the Spider Group, the IT industry, and the company’s inner workings is available at our social pages: Facebook, Instagram, Twitter and YouTube. You can also check our portfolio at Dribbble and Behance and see our business information at Clutch.
17th December 2019 in 16:49
The presentation at the Museum in the 21st Century conference, the topic of augmented reality is of great interest. We have prepared an article on the use of augmented reality in museum business. We present you the full text of the article.
Museums around the world are exploring the possibilities of new interactive technologies to attract visitors and increase their engagement. The modern IT technology market offers a variety of innovative solutions for museums: holographic screens and pyramids, virtual guides, touch kiosks, interactive stands and books. Augmented reality occupies a special place among them. The technology opens up unprecedented opportunities to reconstruct any environment, build a breathtaking visual range, and actively engage the viewer in communicating with the museum.
5th December 2019 in 16:59
Recent studies show that the popularity of mobile Internet is growing rapidly: the share of mobile users in the audience of sites has grown 1.5 times since 2014.
According to a new study by Yandex, over the past year, the growth rate of Internet audience is slowing down: the number of those who use the network grew by 9%. At the same time, the share of visits to sites from smartphones and tablets has increased significantly.
Compared to 2014, it has grown one and a half times and amounts to 23%. By the end of 2014, 68% of users went to the network from mobile devices – every second city dweller.
1st December 2019 in 15:57
More and more people prefer smartphones to computers, and 19% of users access the network from mobile devices alone. In Google search this year, the proportion of mobile queries reached 60%. In addition, it became known that Google will encourage mobile-friendly sites, increasing its ranking in search results on smartphones. In these conditions, for many, the question arises of the need to create a high-quality mobile site. Google conducted a study and found out the level of conversions for mobile and non-mobile sites, as well as the dependence of conversions on various factors. And it provided recommendations on how to avoid common mistakes when developing a mobile site. A joint study by Google and Calltouch analyzed 1,500 sites in 20 business sectors. The convenience of sites for mobile users was determined using the Mobile-friendliness test, which monitors how well the site displays on mobile devices (various characteristics are checked, such as font size, the proximity of elements, etc.). In addition, a test was conducted for errors in the field of convenience and speed of sites. As a result of the analysis, we studied the distribution of conversions on business-oriented sites and their dependence on the quality of the company’s mobile site.