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How does computer vision technology work?

The question is about computer vision

Answer

Computer vision technology works by using algorithms and models to process and analyze visual data. It starts with image acquisition, where cameras or sensors capture images or video. These images are then processed using techniques like filtering and edge detection to extract important features. Machine learning models, often based on neural networks, are trained on large datasets to recognize patterns and make predictions. By learning from labeled data, these models can identify objects, track movements, and interpret scenes, enabling applications like autonomous vehicles and medical imaging.

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Nguyen T., Full Stack Developer at Softaims

Nguyen T.

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My name is Nguyen T. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: PHP, Laravel, vue.js, React, Laminas, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: upgrade laravel from 5.x to 11.x for an event website, redesign, create new page wordpress sites with elementor , highlevel, update zend framework website about event, planning to lastest version, Fix bug about cart, paypal payment, Develop, fix bug, improve UI website with laminas,bootstrap, jquery, etc.. I am based in Ha Dong, Vietnam. I've successfully completed 14 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I’m motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

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Jawad k., Full Stack Developer at Softaims

Jawad k.

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My name is Jawad k. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: React Native, Kotlin, Swift, React, node.js, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Success.ai (AI-based SaaS App) MERN, OpenAI, AWS, ConnectPath.cx (WebRTC/Twilio based Calling Platform)- CCaaS, Lantern.Finance (Crypto based FinTech Platform) WEB 3, Finmo.co.uk (FinTech- Brokerage/Mortgage Platform)- UK based, Canvs.ai (AI-driven Platform- Text to Speech) Intercom integrated, etc.. I am based in Leeds, United Kingdom. I've successfully completed 25 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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My name is Mark N. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: JavaScript, TypeScript, HTML5, CSS 3, Angular, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I’ve worked on include: Leading SMS & Retention Marketing Platform, Omni-Channel Contact Center SaaS Platform, AI-powered chatbot. I am based in Sumy, Ukraine. I've successfully completed 3 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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My name is Stephen M. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Tailwind CSS, Next.js, TypeScript, node.js Framework, JavaScript, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I’ve worked on include: Digikids Web Portfolio, SmartLife Electronics, Student eLearning Portal, MilkyWay Portfolio, NFTs Project. I am based in Murang'a, Kenya. I've successfully completed 5 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I’m motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

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My name is Farhan Ahmed S. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Full-Stack Development, Mobile App Development, CMS Development, PHP, Laravel, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Build a portfolio website for Wallpaper/Art Downloading, Kawa Studio Website Design and Development, Cyber security website, Web #1, App Design, etc.. I am based in Spring, United States. I've successfully completed 8 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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My name is Stanley W. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Kubernetes, Amazon ECS for Kubernetes, Amazon ECS, Amazon Web Services, Docker, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I’ve worked on include: Bank UI/UX, Music Player, Gpt3 Modern UI/UX, Modern UI/UX Restaurant, Ecommerce store. I am based in Nairobi, Kenya. I've successfully completed 5 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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My name is Andrii V. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Flutter, Dart, node.js, Supabase, Firebase, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Real Estate App (React Native), AI Chat App (Flutter), Healthcare App (Flutter), Dating App (Flutter). I am based in Kryvyy Rih, Ukraine. I've successfully completed 4 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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My name is Anton K. and I have over 12 years years of experience in the tech industry. I specialize in the following technologies: PHP, Symfony, Laravel, MySQL, PostgreSQL, etc.. Some of the notable projects I’ve worked on include: Dance Studio Manager: CRM, Build Sumo, PPTstar:online shop, Poweredtemplates: online shop. I am based in Torrevieja, Spain. I've successfully completed 4 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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My name is Ivan K. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: Web Design, Mobile UI Design, Figma, vue.js, React, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: InstightCat Full Stack Monitoring Platform, Uber Concept Taxi Customer Mob App, SpiralMath - B2B SaaS Online Learning Platform, Online Auction Platform 24/7, Comprehensive Diet and Nutrition Management App - Mobile and Web, etc.. I am based in San Francisco, United States. I've successfully completed 36 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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Kiran G., Full Stack Developer at Softaims

Kiran G.

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My name is Kiran G. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: SQL, JavaScript, node.js, MongoDB, Git, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Water Management System, Public Feedback Contribution, Job Search Protal, Volvo Cars Recharge Website Front-end Development, Social media clone, etc.. I am based in Chitwan, Nepal. I've successfully completed 6 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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