DevTeam.Space Developer Profile, Danil
DevTeam.Space Developer Profile, Danil ML and Data Science Developer
Danil is an expert data scientist with 5 years of experience in machine learning.
Skills and Qualifications
Featured DevTeam.Space Projects
Computer Vision
Security
A set of computer vision tools to accurately identify people in the video stream and analyze their movements and emotions.
DetailsSome of Danil’s Projects
BusFactor
Danil took part in developing a system to monitor public transport drivers, ensuring they don't use mobile phones while driving. The system was also required to check whether the camera in the driver's cabin was rotated correctly and monitor it to ensure that it was working all the time. He also organized deploying the final models to the client's machine.
Danil took part in developing a system to monitor public transport drivers, ensuring they don't use mobile phones while driving. The system was also required to check whether the camera in the driver's cabin was rotated correctly and monitor it to ensure that it was working all the time. He also...
Read moreRecognition of goods on the shelves
Danil played a crucial role in creating a solution for merchandisers who compare the real arrangement of goods with a plan. He applied Optical Character Recognition (OCR) and one-shot learning techniques to search a product database. The generation of images in Blender and the development of tools marking real goods were required. Danil experimented with various detection and classification approaches, taught OCR models, developed image generation using Blender, and ported and optimized models for Android devices.
Danil played a crucial role in creating a solution for merchandisers who compare the real arrangement of goods with a plan. He applied Optical Character Recognition (OCR) and one-shot learning techniques to search a product database. The generation of images in Blender and the development of tools...
Read moreVehicle detection and license plate recognition
Danil contributed to a system designed to identify traffic violations by detecting cars, comparing them across camera angles, recognizing license plates, and identifying violations. The project required different OCR approaches for license plate recognition.
Read moreVideo Podcasts
Danil created an application that automatically segments text into semantic paragraphs. Various NLP approaches and neural networks based on transformers, such as BERT, were used.
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