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Igor Popov is listed as ML Engineer | Computer Vision at IREX.ai, a with 3 employees, based in Tbilisi, Georgia. AeroLeads shows a matched LinkedIn profile for Igor Popov.
Igor Popov previously worked as Computer Vision Engineer at Irex.Ai and Computer Vision Engineer at Ailet. Igor Popov holds Bachelor'S Degree, Applied Mathematics And Informatics from Санкт-Петербургский Политехнический Университет Петра Великого.
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I am a Computer Vision Engineer (RnD) with 5.5 years of industrial experience, pursuing a Master degree in AI. I am passionate about solving various challenging CV problems, data-centric approach, inference optimization and efficient ML pipelines design. I have worked on a variety of projects, including segmentation, detection, OCR, and classification, and I am always open to new experiences in related fields.Some of my major achievements include:1. Developed a face detection and keypoints regression model that improved accuracy by 1.75% and was 10x faster than previous models.2. Increased the accuracy of a price recognition project by 8% and reducing its memory footprint by 73%.3. Created a lightweight rail tracks segmentation model with an IoU of 98.3 and a recognition range of over 150m for a self-driving traintelegram: @ponjoru
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Moscow City, Russia
* Designing and implementing models for Human Detection, Crowd Counting, Face Detection with keypoints* Real world data mining, data preprocessing, auto-labeling, labeling supervision* Implementing complex training pipelines, conducting experiments, model surgery* Optimizing models for cpu inference* Evaluating and analyzing models performance
Москва, Россия
* Designing and implementing models for Pricetag Detection, Price Detection, Price Recognition (ocr), Products Classification* Implementing continuous complex training pipelines, conducting experiments* Labeling supervision* Optimizing models for GPU and mobile inference* Evaluating and analyzing models performance
Санкт-Петербург, Россия
* Designing and implementing models for multi-class and binary Image Segmentation with noisy labels* Implementing training pipelines, conducting experiments* Researching image segmentation improvement by video processing* Model optimization for GPU* Literature review, paper writing, paper presentation
Other employees you can reach at irex.ai. View company contacts for 3 employees →
Alex Peterson
Colleague at Irex.AiUnited Kingdom
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Roman Rasshivkin
Colleague at Irex.AiCalifornia, United States
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Denis Koch
Colleague at Irex.AiUnited Kingdom
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Daniel Eborall, Mba
Colleague at Irex.AiSt Petersburg, Florida, United States
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Denis Annenkov
Colleague at Irex.AiAlmaty, Kazakhstan
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Manolo Guillen
Colleague at Irex.AiSan Diego Metropolitan Area, United States
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Vadim Rybin
Colleague at Irex.AiAlmaty, Kazakhstan
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Andrey Drogolyub
Colleague at Irex.AiUnited States
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Artem Tyrnov
Colleague at Irex.AiSt Petersburg, St Petersburg City, Russia, Russian Federation
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Quick answers generated from the profile data available on this page.
Igor Popov works for IREX.ai.
Igor Popov is listed as ML Engineer | Computer Vision at IREX.ai.
Igor Popov is based in Tbilisi, Georgia while working with IREX.ai.
Igor Popov has worked for Irex.Ai, Ailet, Ао Нииас, and Its.
Igor Popov's colleagues at IREX.ai include Alex Peterson, Roman Rasshivkin, Denis Koch, Daniel Eborall, Mba, and Denis Annenkov.
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Igor Popov holds Bachelor'S Degree, Applied Mathematics And Informatics from Санкт-Петербургский Политехнический Университет Петра Великого.
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