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    Computer Vision Engineer - Singapore - N8XT AEROSPACE PTE. LTD.

    N8XT AEROSPACE PTE. LTD.
    N8XT AEROSPACE PTE. LTD. Singapore

    1 week ago

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    Description
    Roles & Responsibilities

    The computer vision / image processing engineer is responsible for developing and implementing algorithms and software tools to process and analyse images for various object detection applications from multiple real-time mission-critical image sources, such as electro-optical, thermal imaging sensors and other sensors.

    The job scope includes:

    • Research various imaging systems and validate them.
    • Using optical metrology techniques, calculate and calibrate cameras for outdoor real-time mission-critical applications
    • Designing and testing image processing systems and components, such as filters, edge detectors, feature extractors, classifiers, etc
    • Optimising the performance and accuracy of image processing algorithms using techniques such as parallel computing, machine learning, deep learning, etc
    • Collaborating with other data scientists, engineers, researchers, and clients to understand the requirements and specifications of image-processing projects
    • Document and present the results and findings of image processing experiments and analyses

    Requirements:

    • A bachelor's degree or higher in computer science, physics, mathematics or a related field
    • Experience in image processing and/or computer vision, preferably outdoor systems
    • Deep understanding of the imaging systems' sensor characteristics, optical metrology techniques and image signal processing
    • Hands-on experience in the image processing pipeline. (Zoom and focus, auto white balance, camera colour conversion, colour space and colour management, etc.)
    • Expertise in identifying diverse colour issues within intricate ISP systems and in precision tuning of parameters to achieve optimal image quality
    • Knowledge of mathematical modelling, statistical analysis and image processing techniques. (Kalman filtering etc.)
    • Proficiency in Python, C++, MATLAB or other programming languages
    • Familiarity with popular frameworks and libraries for image processing and machine learning, such as OpenCV, TensorFlow, PyTorch, scikit-image or PIL
    • Ability to work independently and as part of a team
    • Excellent communication and problem-solving skills
    Tell employers what skills you have

    TensorFlow
    Machine Learning
    Image Processing
    Ability To Work Independently
    Physics
    OpenCV
    Thermal Imaging
    Computer Vision
    Tuning
    PyTorch
    Camera
    Python
    Sensors
    Parallel Computing
    C++
    Signal Processing


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