Workshop: Object Detection with Python and YOLO

Date: 6 Mar 2023 (Mon)

Time: 14:30 - 17:00

Venue: Online via MS Teams

Target Audience: All Students

Medium of Instruction: English

Pre-requisite: 

• Basic Python programming experience is required
• Interested to know how to detect objects with deep learning

Course Description:

• Understand the process of collecting, labelling, preprocessing images and build a customed model to detect objects. You will be able to train your own object detection model after going through the examples.

   

• This course belongs to “Deep Learning Hands-on Applications Series”. With completion of the 8 workshops in “Deep Learning Hands-on Application Series”, you will get an extra certificate of attendance. Click here for details!

Course Outline:

1. What is object detection?
2. What is YOLO?
3. Build an object detection model with Python and YOLO
   1. Data Collection
   2. Data Labelling
   3. Data Processing
   4. Model Training
   5. Evaluation