AI Fundamentals · Intermediate

    CDS Video Series | Sec07. COMPUTER VISION

    Deep learning has added a boost to the rapidly developing field of computer vision. Computer Vision is the art of distilling actionable information from images and deep learning boosts it by providing powerful tools to do so. With deep lea…

    38+
    enrolled
    8 hrs
    of instruction
    10
    lectures
    3
    modules
    CDS Video Series | Sec07. COMPUTER VISION

    What's inside

    Readings
    9

    01 · What you'll be able to do

    Four things you can ship afterwards.

    Deep learning has added a boost to the rapidly developing field of computer vision. Computer Vision is the art of distilling actionable information from images and deep learning boosts it by providing powerful tools to do so. With deep learning, a lot of new applications of computer vision techniques have been introduced and are now becoming parts of our everyday lives. To break into this one of the fastest-growing career fields, one needs to have the knowledge of both deep learning and computer vision. ADaSci brings this workshop to help familiarize with the key concepts of Deep Learning techniques applied in the field of Computer Vision. Outline Introduction to Computer Vision Introduction to Deep Learning Convolutional Neural Networks Multiclass classification and image recognition Transfer Learning Real-time object detection Neural Style Transfer Generative Adversarial Networks Note: ADaSci Members get 50% discount and Premium Members get 100% discount on the course.

    Advanced Understanding

    Advanced Understanding of Computer Vision Fundamentals.

    Proficiency in Deep Learning

    Proficiency in Deep Learning Techniques for Image Analysis.

    Competency in Implementing Convolutional

    Competency in Implementing Convolutional Neural Networks (CNNs).

    Applied Knowledge

    Applied Knowledge in Real-time Object Detection and Image Transformation.

    02 · Curriculum

    What's in the course.

    3 modules · 10 lectures

    • Video 1: Introduction to Computer VisionReading
    • Video 2: Introduction to Deep LearningReading
    • Video 3: Convolutional Neural NetworksReading
    • Video 4: Multiclass classification and image recognitionReading
    • Video 5: Transfer LearningReading
    • Video 6: Real-time object detectionReading
    • Video 7: Neural Style TransferReading
    • Video 8: Generative Adversarial NetworksReading

    04 · Is it for you?

    Who it's for, and what to bring.

    Built for

    • Beginners in computer vision field

    05 · FAQ

    Before you enrol.

    It is self-paced, with 10 lectures across 3 modules.

    $14.99

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