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Protech (Computer Vision, Machine Learning, Deep Learning, Software Development)

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Protech (Computer Vision, Machine Learning, Deep Learning, Software Development)

  1. 1. Harnessing the Power of Computer Vision and Deep Learning
  2. 2. COMPANY OVERVIEW Protech is an amazing team of technology enthusiasts that envision the world in which technology serves people Specialized in: • Computer Vision • Machine Learning • Image Processing • Software Development Experience: • 10+ years of scientific and applied research • 10+ years of software development Cooperation with: • SW and HW engineering companies • Marketing and advertising companies • Scientific institutions and universities Engaged in various European projects Supporting innovation and startups through technological partnerships 2
  3. 3. SERVICES
  4. 4. OUTSOURCING ‣ in-house development of full platforms, applications or modules for an existing platform or application ‣ technology research and development for custom applications SERVICES COMPUTER VISION AND MACHINE LEARNING ‣ people and vehicle detection and tracking ‣ recognition of human actions and human pose estimation ‣ pattern recognition ‣ face and facial features detection and tracking ‣ facial expressions and emotions recognition ‣ development of advanced digital signal, image and video processing algorithms ‣ Deep Convolutional Neural Networks expertize ‣ real-time algorithms for embedded processing ‣ 3D Vision ‣ Visual odometry, Structure from Motion and SLAM 4 SOFTWARE DEVELOPMENT ‣ designing system architecture from scratch ‣ desktop, mobile, web and cloud-based applications ‣ database design and development ‣ development of multi-user, multi-platform solutions ‣ software maintenance
  5. 5. KNOW HOW
  6. 6. SOFTWARE AND TECHNOLOGIES ‣ C/C++, CLI, C#, .NET ‣ Python ‣ OpenCV, OpenGL, Open3D, DirectX, DirectShow ‣ nVidia CUDA, TensorRT ‣ TensorFlow, Keras, PyTorch ‣ Docker, Flask, K8s ‣ Java (SE & EE) , JSP ‣ ASP/ASP.NET ‣ JavaScript, React Native, Flutter ‣ HTML5, CSS3, XML ‣ MS SQL, MySQL, PostgreSQL, Oracle ‣ Objective-C, SWIFT ‣ Android SDK DESKTOP PLATFORMS ‣ Windows ‣ Linux ‣ OS X MOBILE PLATFORMS ‣ Android ‣ iOS KNOW HOW 6
  7. 7. COOPERATION MODELS
  8. 8. FLEXIBLE MODELS ‣ Fixed price model – fixed price with precisely defined scope of the work ‣ Engineer/hour/month model – monthly invoicing with precisely defined tasks ‣ Joint R&D partnerships model – sharing intelectual property or licensing rights FLEXIBLE MODEL FOR STARTUPS ‣ Reduced development rates for % of shares in the company ‣ Position of technology proficient partner in the company COOPERATION MODELS 8
  9. 9. TESTIMONIALS EXC ERPT
  10. 10. 10 PXL Vision, Switzerland (https://pxl-vision.com/) Protech is our trusted R&D partner, focused on solving complex image processing, computer vision and machine learning problems. They are an energetic, creative and productive team which contributed to many of our products. During our cooperation, Protech demonstrated a deep understanding of our products’ requirements and an exceptional capability to find practical and innovative solutions. We appreciateProtech’s commitment to our development projects as well as the outstanding software development skills for both desktop and mobile platforms. We are enjoying working with Protech and intend to strengthen the partnership further in the years to come. Michael Born, CEO @ PXL Vision TESTIMONIAL
  11. 11. 11 EyeSee, Belgium (https://eyesee-research.com/) As the CEO of a startup, I engaged Protech as a development partner for our computer vision platform for analysis of marketing communication. Protech has presented high dedication, professionalism, engineering and programming expertize, as well as, fanatic support in resolving any possible issue or a problem. As development partner Protech was engaged in development of different types of services we use or provide to our clients: database design and development, desktop application design and development, web portal design and development. Their computer vision and machine learning skills proved useful for understanding and implementation of advanced algorithms. Our ongoing collaboration with Protech has exceeded all expectations. There is seamless communication with the team they have dedicated to us. What's more, day-to-day interaction with our staff is very valuable for our business process and services we provide to our clients. I highly recommend Protech as an R&D partner for development of desktop applications and related services as well as a long-term maintenance partner. Olivier Tilleuil, CEO @ EyeSee TESTIMONIAL
  12. 12. 12 Kairos AR, USA (https://www.kairos.com/) I am personally responsible in Kairos AR for relations with Protech team in terms of project assignments, monitoring and reporting. We engage Protech team on various projects related to research, development and optimization computer vision and image processing algorithms. Their high level of engineering skills, strictness in following deadlines, delivery of innovative and efficient solutions, have made Protech our reliable and trustworthy partner that we can highly recommend as a complete technology development provider without any hesitation. Their openness and responsibility has qualified Protech team to be more than just an ordinary business partner to us. Stephen Moore, CEO @ Kairos AR TESTIMONIAL
  13. 13. BioSense Institute, Serbia (https://biosens.rs/) “I had an opportunity to cooperate with Protech and their employees during the European Eureka project E!4924: REMSIS. This was a 3 years long project, which included research and development of intelligent traffic surveillance systems based on advanced IT technologies. It integrated computer vision, machine learning, development of server-side applications, as well as embedded computing and programming. Protech was an industrial partner, and their programming skills combined with extensive computer vision and machine learning knowledge were crucial for the success of the project. Protech demonstrated competence in both technology and business part of the project, with high dedication to achieving all the objectives. Their organizational skills were invaluable asset for the consortium. Protech’s employees were also engaged in the scientific part of the project, as researchers, authors and co-authors of scientific papers published at domestic and international conferences. I highly recommend Protech as an industrial and scientific partner for research and development of new products, and consortium partner for competing for different international funding schemes. Should you have any questions regarding this recommendation, please contact me.” Prof. Dr Vladimir Crnojevic, CEO at BioSense Institute TESTIMONIAL 13
  14. 14. ‣ ConsumerScout is an application used for recognition of people’s age and gender and people counting from a side view camera, ‣ ConsumerScout is used to: count people passing by your billboard, banner, info kiosk, vending machine or any other device equipped with a camera, detect people looking at your device and estimate their age and gender, ‣ Science Engine: Computer Vision and Machine Learning ‣ Technologies used: C/C++, .NET, OpenCV, TensorFlow OWN PRODUCTS AND SOLUTIONS AGE AND GENDER RECOGNITION PEOPLE COUNTING 14
  15. 15. ‣ CountPRO is a software for people counting based on intelligent analysis of videos received from IP cameras ‣ It can be installed on a standard PC computer connected with IP cameras through a TCP/IP network ‣ In the same package we deliver a web application designed for reviewing the data and creating custom reports ‣ PostgreSQL database ‣ Science engine: Computer Vision and Machine Learning ‣ Technologies used: C/C++, C#, .NET, OpenCV, HTML, PHP, CSS, Apache OWN PRODUCTS AND SOLUTIONS PEOPLE COUNTER 15
  16. 16. MANAGEMENT TEAM
  17. 17. MANAGEMENT TEAM Dusko Rakin, Co-founder, CEO and Managing Partner Serbia Leader with years of experience in developing overall strategy and guiding operations. During that time, he has contributed as an engineer, technical lead, mentor, manager, executive and strategist. His experiences are in the field of programming, design and implementation of IT systems, project management, planning by prioritizing customers, employees and organizational requirements, marketing and sales. Marko Macesic, Co-founder, CTO and Managing Partner Germany ICT visionary with 10+ years of experience as a researcher, programmer, team leader and a manager. He is experienced in Computer Vision, Machine Learning and various development environments from desktop to mobile. He has led international research projects, such as Eureka E!4924. His dedication and team leadership has woven the important threads which helped focusing the team, motivated team members to excel in R&D work and resolve many complex issues we faced in process of creating amazing new products. 17
  18. 18. Protech Ltd. Serbia | Germany www.protech.rs

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