Learn how to detect illegal fishing through AI

• Introduce the current situation of illegal fishing
• Use object detection and classification to detect boats in the illegal fishing area
• Evaluate the relationship between the AI accuracy and low visibility

Learn how to protect the environment through AI

• Introduce the current situation of plastic pollution in the sea
• Use object detection and classification to detect plastic waste in the costal water
• Evaluate the relationship between the AI accuracy and the appearance of plastic waste

Learn how to explore endangered marine animals through AI

• Introduce which kinds of marine animals are endangered
• Use image analysis and clustering to distinguish different kinds of marine animals
• Understand the AI limitation with similar animal photos

Learn how to protect animals through AI

• Introduce the dangers of poachers to animals
• Use object detection and classification to detect cars or people inside the conservation area
• Evaluate the difference of AI error rate at daytime and night

Learn how to help farming efficiency through AI – Part 1

• Introduce the importance of crops to us
• Use image classification and data collection to find which crops are inflected
• Understand AI limitation in detecting withered crops

Learn how to help farming efficiency through AI – Part 2

• Introduce the living environment of watermelon
• Use teachable machine, image analysis and classification to find where contains weeds
• Discuss the effect of AI applications on farmers career

Learn AI can distinguish different kinds of diseases

• Introduce causes and prevention of onychomycosis
• Use teachable machine, data collection and image analysis to find any nail has an onychomycosis problem
• Evaluate AI limitation when onychomycosis is in the early stage

Understand how AI makes our daily life more convenient

• Introduce the importance of classifying inventory
• Use teachable machine, image analysis and clustering to find different kinds of products
• Understand the differences using sensors and AI

Explore how AI reduces the chances of traffic accidents

• Introduce the impacts of obstacles on the road when driving
• Use teachable machine and image classification to find the obstacles on the road
• Discuss the liability of humans and AI when an accident happens

Learn AI robots can cook automatically

• Introduce consequences of eating undercooked food
• Use teachable machine, image analysis and collect the data to find which burger is cooked and its type
• Understand the difficulty in integrating AI with robots

Understand how to detect human pose through AI

• Introduce wrong gymnastics posture is harmful for people
• Use teachable machine, pose analysis and pose classification to find which posture is wrong
• Discuss how AI apply in Sport Science

Understand how to use Face Detection through AI

• Introduce overloading is illegal
• Use facial analysis and face detection to record the drivers if the car is overloading
• Evaluate the relationship between the AI accuracy and the camera resolution

Explore the disadvantages of wastewater

• Introduce wastewater is harmful to the environment
• Use teachable machine, image analysis and classification to find where the wastewater is
• Evaluate the relationship between AI error rate and how dirty the wastewater is

Learn the poverty levels through AI

• Introduce the disparity between the rich and poor from satellite images
• Use teachable machine and image classification to identify which area is poor
• Understand different ways to detect poverty through AI

Explore how AI can resolve the traffic jam

• Introduce the causes of traffic jam
• Use object detection and classification to count how many cars are on the road
• Understand the importance of open data and how to use it well

Understand different kinds of recognition technology

• Introduce the trends of facial recognition in identity verification
• Use facial analysis and face classification to identify the person and evaluate the relationship between the accuracy of AI and similar people
• Understand the security risk in applying AI in finance industry

Understand the difference between apples and spoiled apples

• Introduce the effects of eating spoiled food
• Use teachable machine and image classification to find which apple is spoiled
• Understand why AI works in detecting spoiled matters

Explore how AI can solve the safety issues

• Introduce the problems without safety equipment
• Use teachable machine, collect the data and image analysis to find which area does not meet the safety standard
• Understand the issues of applying AI with unexpected conditions

Explore why or why not apply AI inside a classroom

• Introduce the meaning of sad emotions in learning
• Use facial analysis and classification to find people with negative emotions
• Understand the AI limitation with acting happy tricks and discuss its AI ethic issue

Understand how to enhance human awareness of pandemics through AI

• Introduce the importance of wearing a mask during COVID-19
• Learn the difficulty in developing new AI technology – masked face detection, and try to apply it to detect people who do not wear a mask
• Discuss the difference between normal face and masked face recognition

Understand how to find suspicious people inside airports through AI

• Introduce terrorist attacks and the improvements of airport security
• Use facial analysis and face recognition to find suspects from the database
• Discuss how to set AI security and privacy levels

Explore why or why not apply AI to distinguish gender in public toilets

• Introduce the idea of all-gender toilets
• Use facial analysis and face detection to detect the gender of difference people, and introduce the problems of detecting the wrong gender
• Understand the AI limitation with the inequality of transgender people and certain races

Understand how technology find missing objects and people

• Introduce how technology/AI can help a specific object and person nowadays
• Simulate using facial analysis and face detection to find a specific person from surveillance cameras and if the missing person is found, the AI will notify others to find the missing person
• Compare the difference between finding a missing object and a missing person

Explore how AI apply in schools

• Introduce AI can help to take attendance
• Use facial analysis and facial recognition to find absent students
• Understand the alternative plans from AI

Explore how AI enhance security in smart devices

• Introduce different ways to unlock your phone
• Use facial analysis and facial recognition to simulate how to unlock a smart device
• Understand the design of publishment mechanism if failed to unlock a smart device multiple times

Understand the AI challenge in identity verification if people wearing eyeglasses

• Introduce how the population of myopia affects AI analysis
• Use facial analysis and face detection to find people who are wearing eyeglasses
• Learn the needs and solutions of data modification in verifying identity under the issue of wearing eyeglasses

Understand how AI apply in smart traffic control system

Introduce general features of a smart traffic control system, such as finding people who need to cross a road or violate traffic rules

Use teachable machine and image analysis to find dangerous people who are running a red light

Discuss the privacy issue of installing cameras in smart traffic control system

Explore how AI help on kids growth

• Introduce the negative impacts of watching bloody movies on children
• Use facial analysis and face detection to detect children age, especially under 18
• Evaluate the relationship between the accuracy of AI and young-looking people

Understand how AI detects hair and hair color

• Introduce the current situations of students dye their hair and born with coloured hair on the globe
• Use facial analysis and facial recognition to detect students hair colour
• Discuss should school allows coloured hairstyle

Explore how AI detects human movements

• Introduce benefits of regular exercise
• Use teachable machine and image analysis to detect different human poses
• Evaluate the technical possibility of detecting animal’s movements

Create your own AI invention from zero

• Identify at least one real-life problem from Sustainable Development Goals of the United Nations, latest news and daily life
• Make valid assumptions, research, propose and develop an AI solution/prototype
• Prepare a pitch deck and practise presentation for innovation competition