AI Introduction

AI 的演進, 應用, 新聞, 影響, 未來.


AI的演進

Artificial Intelligence (AI) Evolution


Neural model

A biological neuron and its mathematical model

Y = X * w + b



AI Key Researchers

Turing Award 2018 : Yann LeCun, Geoffrey Hinton , Yoshua Bengio

Yann LeCun : father of CNN, Facebook Chief AI Scientist

Geoffrey Hinton : father of Deep Learning, Google Brain

Yoshua Bengio : RNN, GAN, pre-training, theano

Andrew Ng (吳恩達) : Stanford AI Lab, founder of Coursera, deeplearning.ai

李宏毅 : Machine Learning Lectures, 台大電機系教授

Machine Learning (Hung-yi Lee, NTU)
李宏毅老師機器學習課程筆記


Sam Altman, CEO of OpenAI


AI 的應用

Deep Learning (深度學習)

CNN

  • Image Classification (影像分類)
  • Object Detection (物件偵測)
  • Pose Estimation (姿態估計)
  • Face Recognition (人臉識別)

GAN

  • Image Inpainting (修圖)
  • Deep Fake (換臉)
  • Stable Diffusion (生成圖片/影片)

RNN

  • Text-to-Speech (語音轉文字)
  • Text-to-Text : Translation (翻譯), Text Generation(文本產生)
  • Generative Pretrained Transformers (GPT) : Q&A, Exam, (考題問答)
  • ChatGPT

Kaggle Competitions

AI Cup 教育部全國大專校院人工智慧競賽

AI 人工智慧人才職缺專區


Generative AI (生成式人工智慧)

The 20 best generative AI tools in 2024


ChatGPT

ChatGPT 使用教學


Midjourney


Stable Diffusion


Sora


Runway


AI News


AI的影響


ChatGPT user comparision


ChatGPT user demographic


AI的未來

AI Ascent


Humanoid Robot


AGI - Artificial General Intelligence (通用人工智慧)

Paper: Levels of AGI: Operationalizing Progress on the Path to AGI
Paper: GAIA: a benchmark for General AI Assistants


OpenAI o1-preview


OpenAI DevDay2024

  • Realtime API
  • Vision Fine-tuning
  • Prompt Caching
  • Model Distillation

Slogans

2023~ GAI進化人類, 開發AGI : slogan 用AI進化人類

2025~ AGI協助人類發展科技 : slogan 用AI得永生



This site was last updated October 05, 2024.