Computer Vision and Deep Learning

  • ITAI04
  • Classroom
  • Intermediate
  • Thai
AI & Data Technology

A practical training workshop on the principles and practices in developing computer vision applications, using open cv frameworks and machine/deep learning tools. Topics include an overview for computer vision tasks and pipelines, computer vision frameworks and tools, object detection and localisation, object recognition, and motion analysis techniques for tracking objects in video streams.

Course description

Time
Days :
4 Day(s)
Duration :
24 Hour(s)
Time :
09:00:00 - 16:00:00
Training Date :
14 June 2022 - 17 June 2022
Status :
Class end / Close
Instructor
Name :
Mr.Tapanan Yeophantong
Language :
Thai
Venue
Venue :
ห้องอบรม ชั้น 3 อาคารซอฟต์แวร์พาร์ค
Type :
Classroom
Computer Vision and Deep Learning

A practical training workshop on the principles and practices in developing computer vision applications, using open cv frameworks and machine/deep learning tools. Topics include an overview for computer vision tasks and pipelines, computer vision frameworks and tools, object detection and localisation, object recognition, and motion analysis techniques for tracking objects in video streams.

PREREQUISITE : Pass "Fundamental of Machine Learning" course or Have basic knowledge in Machine Learning

Lesson 1 Basics of Computer Vision (6 hours)
  1.1. Computer vision tasks & pipelines
  1.2. Overview of OpenCV framework & libraries
  1.3. Image preprocessing & feature extraction
  1.4. Performance evaluation
Lesson 2 Object Detection & Localisation (6 hours)
  2.1. Overview of object detection & localisation problems
  2.2. Object detection using cascade classifiers
  2.3. Understanding sliding window algorithm
  2.4. Object detection using YOLO
Lesson 3 Object Recognition (6 hours)
  3.1. Overview of object recognition
  3.2. Object recognition using ML techniques
  3.3. Importance of feature extraction
  3.4. Object recognition using deep learning: A FaceNet example
Lesson 4 Object Tracking & Motion Analysis (6 hours)
  4.1. Overview of object tracking & motion estimation
  4.2. Object tracking using Kalman filter
  4.3. Understanding object association
  4.4. Analysing motion through object detection & tracking

Payment can be made by:

    1. Cash or Credit Card or Bank Cheque payable to “Software Park Thailand #2” (a post-dated cheque is not accepted) on the first day of the service or within the last day of the service.
     2. Account transfer and send the proof of the payment (the deposit slip) via fax or email to fax no. 02-583-2884 or email ttd@swpark.or.th

        2.1 Siam Commercial Bank, Chaengwattana Branch
             Saving Account Number: 324-2-56262-0
             Account Name: Software Park Thailand#2

        2.2 Krungsri Bank, Chaengwattana (Software Park) Branch
             Saving Account Number: 329-1-34850-3
             Account Name: Software Park Thailand#2

Notes:
- Withholding tax (3%) is exempt.
- Should you need to withdraw, you must send the notice of the withdrawal in writing no later than 7 working days before the commencement date. The cancellation less than 7 days will be subject to a fine of 40% of the fee.
- Software Park Thailand reserves the rights to cancel courses due to unforeseen circumstances.

Contact Person

For more information, contact our course coordinator on:

Tel: +66-2583-9992 Ext. 81420 - 81425

Email: ttd@swpark.or.th

You are encouraged to use the course schedule as a guide to plan your training. The schedule is accessible at www.swpark.or.th for more information. 

8,800 THB .

ราคา 9,416 บาท (รวมภาษีมูลค่าเพิ่ม 7% แล้ว และได้รับการยกเว้นไม่ต้องหักภาษี ณ ที่จ่าย 3%)

Enroll nowขออภัย คลานนี้สิ้นสุดและขอปิดรับลงทะเบียน

Course Detail :
Days :
4 Day(s)
Duration :
24 Hour(s)
Time :
09:00:00 - 16:00:00
Training Date :
14 June 2022 - 17 June 2022
Status :
Class end / Close

Instructor info
Mr.Tapanan Yeophantong