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Training Date : 17-18 March 2021                                                         

สำคัญ!!! กรุณารอการยืนยันเปิดการอบรมจากเจ้าหน้าที่ก่อนการชำระค่าลงทะเบียน

Time : 24 ชั่วโมง
Days : 4 วัน
Duration : 09:00 – 16:00 น.
Fee : ราคาปกติ 20,330 THB   6,955 THB
ราคารวมภาษีมูลค่าเพิ่มร้อยละ 7 และได้รับการยกเว้นไม่ต้องหักภาษี ณ ที่จ่าย ร้อยละ3


Language : ไทย
Instructor : อ.ทัพนันทน์ เอี่ยวพานทอง, ผู้อำนวยการศูนย์ระบบอัจฉริยะ มหาวิทยาลัยอัสสัมชัญ
Who Should Attend : โปรแกรมเมอร์ที่อยากพัฒนาความรู้ด้าน AI หรือผู้ที่สนใจอยากพัฒนาทักษะ AI ไม่จำกัดเพศและอายุ
PREREQUISITE Pass “STEP 2 : Fundamental of Machine Learning” course or Have basic knowledge in Machine Learning
Description         A practical training workshop on the principles and practices in developing computer vision applications, using opencv 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 Syllabus
  • 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 Condition : 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


  • 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:

Ms. Merinya Punsoun (Paeng)

Tel: +66-2583-9992 Ext. 1443

Fax: +66-2583-2884

Email: Merinya.pun@nstda.or.th , cc jirawan@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.

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20,330 ฿ 6,955 ฿

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