How does computer vision contribute to smart cities?

The question is about computer vision

Answer

Computer vision contributes to smart cities by enhancing infrastructure and improving urban living. It enables intelligent traffic management systems that monitor and optimize traffic flow, reducing congestion and emissions. In public safety, computer vision aids in surveillance and emergency response by detecting unusual activities and identifying potential threats. Waste management systems use computer vision to monitor and optimize waste collection. Additionally, it supports smart parking solutions by detecting available spaces and guiding vehicles. By leveraging visual data, computer vision helps create more efficient, sustainable, and livable urban environments.

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Profile of Vadym S., Lead Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Vadym S., Lead Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Vadym S.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kharkiv
Vadym S. | SoftaimsMember Since 2018
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Machine LearningComputer VisionDeep LearningTensorFlowPythonOpenCVImage ProcessingArtificial IntelligenceData ScienceNeural NetworkVideo ProcessingObject DetectionModel OptimizationImage SegmentationObject Detection & Tracking

My name is Vadym S. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Computer Vision, Deep Learning, TensorFlow, Python, etc.. I hold a degree in Doctor of Philosophy (PhD), Master of Science (MS). Some of the notable projects I've worked on include: Computer Vision, Computer Vision, Computer Vision, Computer Vision, Computer Vision, etc.. I am based in Kharkiv, Ukraine. I've successfully completed 19 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

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Experience
7 years
Availability
More than 30 hrs/week
Hourly Rate
$95
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Requestum
Profile of An N., Software Engineer - AI, Backend and Computer Vision at Softaims
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An N., Software Engineer - AI, Backend and Computer Vision at Softaims

An N.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+07:00UTC+07:00
Country: VietnamVietnam
Hanoi
An N. | SoftaimsMember Since 2022
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PyTorchC++OpenCVDeep Learning ModelingTensorFlowNumPyComputer VisionImage ProcessingRaspberry PiPython ScriptLinuxRESTful APIDockerRust

My name is An N. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: PyTorch, C++, OpenCV, Deep Learning Modeling, TensorFlow, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Object detection, Face generation, Image Colorization. I am based in Hanoi, Vietnam. I've successfully completed 3 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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3 years
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Less than 30 hrs/week
Hourly Rate
$30
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Asilla
Profile of Youssef M., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Youssef M., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Youssef M.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Cairo
Youssef M. | SoftaimsMember Since 2022
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Computer VisionDeep LearningOCR SoftwareAI-Enhanced Medical ImagingNLP TokenizationRetrieval Augmented GenerationFastAPIArtificial IntelligenceMachine LearningMachine Learning ModelData MiningComputer EngineeringPyTorchTensorFlowData Preprocessing

My name is Youssef M. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Deep Learning, OCR Software, AI-Enhanced Medical Imaging, NLP Tokenization, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Bachelor's degree. Some of the notable projects I've worked on include: AI-Powered CV Matching Engine MVP, AI Multi-Agent PDF Extraction System for Medical Data Processing, AI Dental Diagnosis: CNN-Based Teeth Classification System, RAG-Powered Nutrition QA System: Intelligent Dietary Assistant, Medical Report Validator using RAG and UMLS Embeddings, etc.. I am based in Cairo, Egypt. I've successfully completed 6 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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Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
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Cellula Technologies
Profile of Nadhir H., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Nadhir H., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Nadhir H.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: Sri LankaSri Lanka
Kandy
Nadhir H. | SoftaimsMember Since 2021
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Computer VisionDeep LearningNeural NetworkArtificial IntelligencePyTorchOpenCVMachine LearningConvolutional Neural NetworkImage ProcessingImage AnalysisYOLOOCR SoftwareData ScienceChatbotTwilio

My name is Nadhir H. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Deep Learning, Neural Network, Artificial Intelligence, PyTorch, etc.. I hold a degree in Bachelor's. Some of the notable projects I've worked on include: Fastner Recognition Project, Real-Time Face Recognition Attendance System, Fully AI Driven IVR System for Customer Care Center, FootBall Event Detection and Ball Tracking, Aim Bot For Pubg, etc.. I am based in Kandy, Sri Lanka. I've successfully completed 13 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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Experience
4 years
Availability
More than 30 hrs/week
Hourly Rate
$40
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Imara Software Solution
Profile of Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims
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Softaims
Antonio L., Software Engineer - AI, Computer Vision and Deep Learning Platforms at Softaims

Antonio L.

computer-vision

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Timezone: UTC-07:00UTC-07:00
Country: MexicoMexico
Tijuana
Antonio L. | SoftaimsMember Since 2023
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Computer VisionObject DetectionObject Detection & TrackingImage ProcessingArtificial IntelligenceSoftware DevelopmentData AnnotationBusiness PlanAlgorithm DevelopmentYOLOPyTorchTensorFlowDeep LearningMachine Learning

My name is Antonio L. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Object Detection, Object Detection & Tracking, Image Processing, Artificial Intelligence, etc.. I hold a degree in Bachelor of Engineering (BEng), Master of Science (MS). Some of the notable projects I've worked on include: Real-Time Retail Customer Behavior Analytics Platform, Soccer Game Analysis System, Interactive Local Image Segmentation Tool Using Ultralytics SAM2, Squash Game Analysis System. I am based in Tijuana, Mexico. I've successfully completed 4 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I'm committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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2 years
Availability
More than 30 hrs/week
Hourly Rate
$45
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Nola
Profile of Matthew M., Software Engineer - Machine Learning, Computer Vision and Security Platforms at Softaims
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Matthew M., Software Engineer - Machine Learning, Computer Vision and Security Platforms at Softaims

Matthew M.

computer-vision

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Timezone: UTC-02:30UTC-02:30
Country: CanadaCanada
Stillwater Lake
Matthew M. | SoftaimsMember Since 2025
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CReverse EngineeringAssembly LanguageMachine LearningComputer VisionVerilogCUDACircuit DesignSecurity AnalysisC++C#PythonImage ProcessingCryptographyKernel

My name is Matthew M. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Reverse Engineering, Assembly Language, Machine Learning, Computer Vision, Verilog, etc.. I hold a degree in Bachelor's degree, Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Niftotrack: Sub-mm 3D Tracking For Medical and Aerospace Training, Aerospace MR: Rear Crew Mission Trainer, IMAGEamigo.com, AUDIOchum.com, Mars Escape: Mixed Reality, etc.. I am based in Stillwater Lake, Canada. I've successfully completed 9 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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2 years
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Full-time
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$45
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IBM Canada
Profile of Vivek P., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Vivek P., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Vivek P.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: AustriaAustria
Linz
Vivek P. | SoftaimsMember Since 2025
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Machine LearningArtificial IntelligenceComputer VisionPythonImage ProcessingYOLOOpenCVPython ScriptPython Scikit-LearnPyTorchTensorFlowDeep LearningObject Detection & TrackingImage ClassificationWeb Scraping

My name is Vivek P. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Artificial Intelligence, Computer Vision, Python, Image Processing, etc.. I hold a degree in Master of Science (MS), Bachelor of Technology (BTech), Bachelor's degree. Some of the notable projects I’ve worked on include: Project Planning Genie, Heart Attack Predictor End.2-End ML, Yoga Pose Estimation with YOLO, 🧾 Invoice Data Extraction Using OCR, chest-x-ray-diagnosis using DenseNet, etc.. I am based in Linz, Austria. I've successfully completed 12 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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2 years
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Full-time
Hourly Rate
$40
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DeepSpace
Profile of Batuhan T., Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims
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Softaims
Batuhan T., Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims

Batuhan T.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: TurkeyTurkey
Ankara
Batuhan T. | SoftaimsMember Since 2022
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OpenCVPythonComputer VisionMachine LearningPyTorchDeep LearningSQLArtificial IntelligenceLangchainPostgreSQLAzureChatGPTLLaMAFirebaseStable Diffusion

My name is Batuhan T. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: OpenCV, Python, Computer Vision, Machine Learning, PyTorch, etc.. I hold a degree in Bachelor of Applied Science (BASc). Some of the notable projects I’ve worked on include: Ai T-Shirt Designer Mobile App, Offense Detection From CCTV Cams, Car Damage Detection System, E-commerce Photo Processor, Environment Detection for railways, etc.. I am based in Ankara, Turkey. I've successfully completed 6 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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Experience
3 years
Availability
Full-time
Hourly Rate
$25
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ASELSAN
Profile of KAVEH S., Software Engineer - AI, Robotics and Computer Vision Platforms at Softaims
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Softaims
KAVEH S., Software Engineer - AI, Robotics and Computer Vision Platforms at Softaims

KAVEH S.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: TurkeyTurkey
Denizli
KAVEH S. | SoftaimsMember Since 2022
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Computer VisionMachine Learning AlgorithmPythonImage ProcessingNVIDIA JetsonObject TrackingRoboticsArtificial IntelligenceRobot Operating SystemDockerAltium DesignerSTM32ESP32Raspberry PiEngineering Simulation

My name is KAVEH S. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Machine Learning Algorithm, Python, Image Processing, NVIDIA Jetson, etc.. I hold a degree in Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Simulation of a Mobile Robot for Navigating and 3D Mapping, Live Object Tracking with Pan-Tilt Mechanism, Auto Balance System, IOT Zigbee/BLE Module - STM32WB55, Smart Plug - ESP32C6. I am based in Denizli, Turkey. I've successfully completed 5 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Experience
3 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
ASELSAN
Profile of Mohamed A., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Mohamed A., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Mohamed A.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Asyut
Mohamed A. | SoftaimsMember Since 2022
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OpenCVPythonPyTorchReinforcement LearningMachine LearningComputer VisionNatural Language ProcessingDeep Neural NetworkChatGPTTelegram APILarge Language ModelObject Detection & TrackingLLM

My name is Mohamed A. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: OpenCV, Python, PyTorch, Reinforcement Learning, Machine Learning, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master's degree. Some of the notable projects I've worked on include: Advanced Facial Recognition and Analysis, Real-time Traffic Violation Detection System, Advanced Object Detection System, Sport analysis system, Hierarchal CNN model, etc.. I am based in Asyut, Egypt. I've successfully completed 10 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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Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$30
Rating
Previous Company
Edge vision

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