Introduction to Computer Vision

200.00

Out of stock

Access

Access on mobile and PC

Content

Live Video Classes

Date

Oct 17 – Oct 22

Time

8:00 PM to 9:00 PM

Benefits

E-Certificate, Doubt Clearance, Live Interaction

Associated Courses

Computer vision is a rapidly popularized field of artificial intelligence that is becoming increasingly used in technology industries and startups. Python basic knowledge is required for this workshop

(4 customer reviews)
Product is rated as #24 in category Live workshop
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Day – 1

  1. Traditional Computer Vision methodologies
  2. Computer vision in our day-to-day life.
  3. History of Computer vision
  4. What’s an image?
  5. Image Transformations.
  6. Sobel Filters.

 

Day – 2

  1. OpenCV Hands-On
  2. Reading Image
  3. Writing on Image
  4. Background Subtraction
  5. Invisible clock
  6. Image Transformations
  7. Face Detection
  8. Template Matching
  9. On Air-Drawing

Day – 3

  1. Convolutional Neural Networks
  2. Intro Machine Learning
  3. How CNN Works
  4. Convolution 
  5. Pooling
  6. Strides
  7. Browser Demo’s
  8. Basic CNN Implementation
  9. CNN Architectures overview
  10. 2012-AlexNet
  11. 2014-VGGNet
  12. 2015-ResNet
  13. 2020-FixEfficientNet-L2.

 

Day – 4

  1. Computer Vision Project Workflow. (Tensorflow Implementation)
  2. Data Collection
  3. Data Pre-processing
  4. Data Augmentation
  5. Splitting data
  6. Training model
  7. Evaluating model
  8. Transfer Learning

 

Day – 5

  1. Computer Vision Application (Advanced concepts)
  2. Object Detection 
  3. One-Shot Learning 
  4. Face Recognition 
  5. Pose Estimation
  6. Image Segmentation 
  7. Image Captioning 
  8. Further Learning Resource

About the Instructor:

Hi, I am Maithreyan Kesavan. I am a Machine learning Facilitator, and I have conducted hands-on ml workshops in institutions across the nation.
Building and organizing Tensorflow User Group Coimbatore. Following are my achievements

  • Facilitator – Explore ML academy program google AI

  • Co-organizer TFUG
  • 2 Years of Experience in ML

 

4 reviews for Introduction to Computer Vision

4.3 out of 5
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  1. arshad kanumukkala

    arshad kanumukkala (verified owner)

    Good usefull

    + PROS: Easy understanding
    - CONS: Low lighting
    Helpful(1) Unhelpful(0)You have already voted this
  2. arshad kanumukkala

    arshad kanumukkala (verified owner)

    Short and usefull course

    Helpful(0) Unhelpful(0)You have already voted this
  3. Aashi Gupta (verified owner)

    Very informative as a short term course… And things were well presented

    Helpful(1) Unhelpful(0)You have already voted this
  4. DARBAR VALI K

    DARBAR VALI K (verified owner)

    This was the wounderful session

    Helpful(0) Unhelpful(0)You have already voted this

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    Introduction to Computer Vision
    Introduction to Computer Vision

    200.00

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