What is the role of computer vision in autonomous vehicles?

The question is about computer vision

Answer

Computer vision plays a crucial role in autonomous vehicles by enabling them to perceive and understand their environment. It allows vehicles to detect and classify objects, such as pedestrians, cyclists, and other vehicles, ensuring safe navigation. Through techniques like lane detection and traffic sign recognition, computer vision helps vehicles interpret road conditions and make informed decisions. By processing real-time visual data, autonomous vehicles can adapt to changing environments, avoid obstacles, and enhance safety, making computer vision an essential technology for the development of self-driving cars.

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Profile of Amit P., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Amit P., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Amit P.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:45UTC+05:45
Country: NepalNepal
Kathmandu
Amit P. | SoftaimsMember Since 2019
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Artificial Neural NetworkDeep Neural NetworkPyTorchComputer VisionDeep LearningData ScienceArtificial IntelligenceNatural Language ProcessingMachine LearningTensorFlowOpenCVData MiningPythonModel OptimizationEdge AI

My name is Amit P. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Artificial Neural Network, Deep Neural Network, PyTorch, Computer Vision, Deep Learning, etc.. I hold a degree in Bachelor of Engineering (BEng), . Some of the notable projects I've worked on include: Object Detection Networks Paper Replication from Scratch using PyTorch, FPGA-Optimized NAS for Image Classification for Real-time Efficiency, Machine Learning Algorithm Implementations, Shakespeare: GPT from Scratch, LungVision: Identifying Pulmonary Disease through X-rays & DL, etc.. I am based in Kathmandu, Nepal. I've successfully completed 8 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
6 years
Availability
As Needed - Open to Offers
Hourly Rate
$30
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LogicTronix
Profile of Terence B., Lead Software Engineer - Embedded Systems, Machine Learning and Computer Vision at Softaims
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Softaims
Terence B., Lead Software Engineer - Embedded Systems, Machine Learning and Computer Vision at Softaims

Terence B.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+08:00UTC+08:00
Country: PhilippinesPhilippines
Lapu-Lapu
Terence B. | SoftaimsMember Since 2005
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CFirmwareReal-Time Operating SystemEmbedded SystemEmbedded CJavaScriptC++PythonComputer VisionBluetooth LEFirmware ProgrammingJ2EEOCR AlgorithmMachine LearningJava

My name is Terence B. and I have over 20 years of experience in the tech industry. I specialize in the following technologies: C, Firmware, Real-Time Operating System, Embedded System, Embedded C, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Climate Cultivation Automation Hardware Design, PCB and Firmware, FMS MiniPro Hardware Design, PCB and Firmware, FMS Multipro PCB and Firmware, Brilliant Seal Project, Tax Analyzer Express, etc.. I am based in Lapu-Lapu, Philippines. I've successfully completed 10 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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1 Year
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Full-time
Hourly Rate
$25
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IBM Philippines
Profile of Vlad-Andrei T., Senior Software Engineer - Python, Machine Learning and Computer Vision at Softaims
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Softaims
Vlad-Andrei T., Senior Software Engineer - Python, Machine Learning and Computer Vision at Softaims

Vlad-Andrei T.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: RomaniaRomania
Timisoara
Vlad-Andrei T. | SoftaimsMember Since 2021
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PythonOpenCVTensorFlowRaspberry PiJavaC++Machine LearningComputer VisionLinuxUnixDeep Neural Network

My name is Vlad-Andrei T. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Python, OpenCV, TensorFlow, Raspberry Pi, Java, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), . Some of the notable projects I've worked on include: Podcast Clip Extractor, DOCScan, Emotion Recognizer, Hand tracking Projects, eBon, etc.. I am based in Timisoara, Romania. I've successfully completed 6 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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4 years
Availability
Less than 30 hrs/week
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$30
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DataAnnotation
Profile of Reza V., Software Engineer - AI, Python and Computer Vision Platforms at Softaims
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Softaims
Reza V., Software Engineer - AI, Python and Computer Vision Platforms at Softaims

Reza V.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+07:00UTC+07:00
Country: IndonesiaIndonesia
Sidoarjo
Reza V. | SoftaimsMember Since 2022
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Convolutional Neural NetworkComputer VisionOpenCVPythonKerasDeep LearningTensorFlowImage ProcessingYOLORaspberry PiKivyDjangoFFmpegVideo StreamOCR Algorithm

My name is Reza V. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Convolutional Neural Network, Computer Vision, OpenCV, Python, Keras, etc.. I hold a degree in Master's degree, Bachelor's degree. Some of the notable projects I've worked on include: Face Recognition Desktop App w/ Raspberry Pi Camera, ViewRomeo: Face Recognition Model Trainer GUI, Computer Vision: City Landmark Recognition on Street-View Images, Interactive PC-Based Quiz System: QuizZIP, ViewSense: Desktop App for Motion Detection Using Analog CCTV Camera. I am based in Sidoarjo, Indonesia. I've successfully completed 5 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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3 years
Availability
More than 30 hrs/week
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$25
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ZEISS Medical Technology
Profile of Dmitriy K., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Dmitriy K., Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Dmitriy K.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kharkiv
Dmitriy K. | SoftaimsMember Since 2022
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Computer VisionTensorFlowOpenCVDeep LearningKerasPythonMachine LearningMatplotlibPySparkSeabornArtificial Neural NetworkConvolutional Neural NetworkArtificial IntelligencePyTorchSciPy

My name is Dmitriy K. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, TensorFlow, OpenCV, Deep Learning, Keras, etc.. I hold a degree in Master of Computer Science (MSCS). Some of the notable projects I've worked on include: AI-powered Football Game Action Video Analysis Platform, Casino Real-Time Game Analysis Module, AI-powered Parking Surveillance Solution, AI-powered Tennis Video Analysis System, Real-Time Exercises Quality Evaluation, etc.. I am based in Kharkiv, Ukraine. I've successfully completed 8 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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3 years
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More than 30 hrs/week
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$70
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Profile of Mostafa  M., Junior Software Engineer - AI, Computer Vision and Data Science at Softaims
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Mostafa M., Junior Software Engineer - AI, Computer Vision and Data Science at Softaims

Mostafa M.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Cairo
Mostafa  M. | SoftaimsMember Since 2024
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Computer VisionDeep LearningMachine Learning AlgorithmDeep Neural NetworkConvolutional Neural NetworkTesseract OCRObject Detection & TrackingArtificial IntelligenceData ScienceFacial RecognitionFace DetectionPyTorchOpenCV

My name is Mostafa M. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Computer Vision, Deep Learning, Machine Learning Algorithm, Deep Neural Network, Convolutional Neural Network, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Build and Deploy AI Models on Orange Pi for Real Time Applications, High Resolution Image Processing 500MB Image with Incredible Detail, Football Player Tracking, Customer Segments, License Plate Recognition. I am based in Cairo, Egypt. I've successfully completed 5 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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1 year
Availability
As Needed - Open to Offers
Hourly Rate
$25
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Digital Hub
Profile of Nader E., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims
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Softaims
Nader E., Senior Software Engineer - AI, Machine Learning and Computer Vision Platforms at Softaims

Nader E.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: AustriaAustria
Vienna
Nader E. | SoftaimsMember Since 2019
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Computer VisionTensorFlowDeep LearningPyTorchpandasPythonC++OpenCVNeural NetworkPython Scikit-LearnMachine LearningSQLArtificial IntelligenceOCR SoftwareOptical Character RecognitionOCR Algorithm

My name is Nader E. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, TensorFlow, Deep Learning, PyTorch, pandas, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS), . Some of the notable projects I've worked on include: Violence Detection, Cold Symptoms Recognition, My Publication at ICML 2019. I am based in Vienna, Austria. 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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Experience
6 years
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As Needed - Open to Offers
Hourly Rate
$40
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Anyline GmbH
Profile of Khaled M., Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims
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Softaims
Khaled M., Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims

Khaled M.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Sohag
Khaled M. | SoftaimsMember Since 2022
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Computer VisionSQLPyTorchTensorFlowDockern8nChatbotLLM Prompt EngineeringLangChainVector DatabaseMake.comRetrieval Augmented GenerationAWS LambdaAI Agent DevelopmentAI Chatbot

My name is Khaled M. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, SQL, PyTorch, TensorFlow, Docker, etc.. I hold a degree in Bachelor's degree, Master's degree. Some of the notable projects I've worked on include: Modown – AI Meeting Report Generator (Mobile App), AI Product Recommendation Chatbot, AI-Based Image Caption Generator Using Google Gemini API, AI Agent based on Contextual RAG for Arabic [legal texts], AI Assistant [agent using n8n], etc.. I am based in Sohag, Egypt. I've successfully completed 15 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
More than 30 hrs/week
Hourly Rate
$25
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Suhag University
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
Rating
Previous Company
Requestum
Profile of Eugene G., Lead Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims
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Softaims
Eugene G., Lead Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims

Eugene G.

computer-vision

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Kyiv
Eugene G. | SoftaimsMember Since 2013
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Deep LearningOpenCVComputer VisionTensorFlowPyTorchPythonC++YOLOStyleGANPerformance OptimizationTesseract OCRGoogle Cloud Vision APIChatGPT APIGoogle Cloud PlatformStable Diffusion

My name is Eugene G. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, OpenCV, Computer Vision, TensorFlow, PyTorch, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: AI Vision Tool for EAN Barcode Detection, Text-to-Manicure Generator, Fast Eye Structure Detection, Fast colour balls detection & tracking, Face contour crop, etc.. I am based in Kyiv, Ukraine. I've successfully completed 15 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
12 years
Availability
Less than 30 hrs/week
Hourly Rate
$80
Rating
Previous Company
Gradeon

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