BSVT – new technologies
Hi-SIGN
Includes private trained neural network solution, designed to recognize complex multi-component gestures based оn own technology DeepSign
Problem
1
People with hearing impairment find it difficult to get full access to medical services and communicate effectively with doctors
2
There is no effective barrier-free communication environment that uses the capabilities of information technology.
Market
360 million
People with hearing impairment
32 million
Children with hearing impairment
133
National federations of the deaf
Solution
Includes private trained neural network solution, designed to recognize complex multi-component gestures based on own technology DeepSign
А private inverse kinematics engine designed for the configuration and reconstruction of gestures
Prepared а gesture dictionary of dialogues on medical topics
А private dataset of 2200+ gestures interpretations has been shooted and marked, which is used to train neural network. And it is constantly replenished.
Product goal
To increase the number of target business audience by attracting deaf people
State
Banking sector
Insurance sector
Media
How does it work
1
Video / Voice / Text
2
Hi-SING Processing
3
Hi-SING App cross-platform
4
Deepsing backend
5
Video from cam
Technology overview
Cross-platform human action recognition framework
Based on one-shot learning methodology
(training by minimal dataset)
Own set of training quality metrics
(predictive adaptive response)
Automated data markup for training
(feature extractor)
Using transfer learning to accelerate and optimize the learning process of the model
Own marked up dataset of complex multicomponent movements of deaf people
Tech advantages
Functional or contextual adaptation in any segment
Flexibility, simplicity and efficiency in education of neural network solutions
Original vector to recognition of complex multicomponent gestures
Low requirements to hardware
Oriented to solutions of human action recognition in context-dependent environment
© 2019 BSVT– new technologies LLC
APPLICANTS
    +375 17 396 15 16
    hi@bsvt-nt.by
    COOPERATION
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    info@bsvt-nt.by
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