AI + ML 2024 Course Materials

Lesson 1

Here are some examples of AI and Machine Learning models

Text 

• Sentiment analysis – https://mediapipe-studio.webapps.google.com/studio/demo/text_classifier

Sound

• Sound Commands  – https://storage.googleapis.com/tfjs-speech-model-test/2019-01-03a/dist/index.html
• Audio classification – https://mediapipe-studio.webapps.google.com/studio/demo/audio_classifier

Images

• Play pacman by image detection – https://storage.googleapis.com/tfjs-examples/webcam-transfer-learning/dist/index.html
• Object detection – https://mediapipe-studio.webapps.google.com/demo/object_detector
• Create 3d image – https://storage.googleapis.com/tfjs-models/demos/3dphoto/index.html

Gestures

• Face Detection – https://pjbelo.github.io/mediapipe-js-demos/face_detection.html
• Hand Gestures – https://mediapipe-studio.webapps.google.com/demo/gesture_recognizer
• Holistic detection – https://pjbelo.github.io/mediapipe-js-demos/holistic.html

 

Lesson 1 Exercise:  https://github.com/IBM/taxinomitis-docs/raw/master/project-worksheets/pdf/worksheet-emojimask.pdf