INTRO to AI
What is Intelligence?
For the sake of this presentation, it is the ability to make sense of what we see, touch, smell, taste, and hear. And the ability to produce a sensible response to the above inputs.
Artificial (or Machine) Intelligence has advanced tremendously in Vision, Text, and Speech. The below examples showcase this advancement and are meant to excite kids about AI topics.
Computer Vision
Handwritten Digit Recognition
USPS mail sorting is an example where Handwriting Recognition is widely used
Image Classification
Image classification involves detecting the object in the input image. For example: is it a Cat's, Apple's, or Car's image?
Image Detection
Image Detection involves drawing a bounding box around one or more objects in an image and classifying them
Image Segmentation
Image segmentation is a method in which a digital image is broken down into various subgroups called Image segments. A Self-Driving car is an example of where this model is used.
Neural Style Transfer
Neural Style Transfer is the technique of blending style from one image into another, keeping its content intact. Fun application
Anime GAN
Anime is a style of Japanese film and television animation. Example. Anime-GAN repaints the given character in the Anime style.
Face Detection
Pose Detection
Pose estimation is a computer vision task that enables machines to detect human figures and understand their body pose in videos and images. Motion Capture with Suit. AI-assited Animation.
Flappy Bird
Flappy Bird is a game where the player controls a bird, attempting to fly between columns of green pipes without hitting them.
AlphaGo - The self-taught AlphaGo Zero achieved a 100–0 victory against the early competitive version of AlphaGo, and its successor AlphaZero is currently perceived as the world's top player in Go. AlphaGo - The Movie
Deep Blue (chess computer). Searching for Bobby Fischer - The Movie
Text Analysis
Sentiment Analysis
The process of identifying opinions expressed in a piece of text, in order to determine whether the writer's attitude towards a particular topic, product, etc. is positive, negative, or neutral.
Text-to-Speech
The model enables text to be converted into speech sounds imitative of the human voice.
Text Translation
Google Translate is a multilingual neural machine translation service developed by Google to translate text, documents and websites from one language into another
m-RNA vaccine
To aid in the designing of mRNA sequences, Moderna employs AI. They went from manually creating roughly 30 mRNAs (a molecule essential to the vaccination) per month to being able to generate almost 1,000 per month because of AI algorithms and robotic automation. Source
Conversational, Summarization, Text Generation, ...
Playground (smartphone, ChatGPT)
What is Artificial Intelligence?
Natural Neural Network
Artificial Neural Network
Use
State-of-the-Art
Dall-E 2
DALL·E 2 is an AI system that can create realistic images and art from a description in natural language.
ChatGPT
ChatGPT (Chat Generative Pre-trained Transformer) is a complex machine learning model that is able to carry out natural language generation (NLG) tasks with such a high level of accuracy that the model can pass a Turing Test.
How to train Artificial Intelligence?
Join our STEAM Club
- All of the above, plus
- Learn to train AI models