aiacademy: 期末結業拉!!!!!!!!

孔校長!!!

• AI and its Ipacets

  • “AI is more profound than electricity or fire”

  • “The AI renaissance”

  • “AI is transformative – for every aspect of oure society”

  • “AI is revitalizing fields”

• Rapid Technology Advance Continuing

  • 自動化 label
  • factory 機器的資料要集合來分析
  • 

• Hardware

• What Has Changed ?

  • highly parallel computing systems on a chip
  • general-purpose

• It Is a Tall Order

  • 

• Individual-level Prediction as Opposed to Population Problems

• Labelded Data Issues

  • Insufficient data
  • Incorrect data
  • Out-of-data data
  • Biased/unbalanced data
  • Malicious data
    • Spoiling an inference seems to be easier than human

• 雄心勃勃!!!!

  Make challenges are still yet to be addressed

  • 

營運長

• 每天應該做的事

  • 

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入選專題

AI安全智慧系統

• 影像辨識
  • 昏迷/跌倒
  • 陌生人/熟人
• 語音辨識
  • 求救聲音

• Model

  • I3D model (Fall Detection)
    • https://github.com/deepmind/kinetics-i3d

開信預測

• Modle

  • lightGBM
    • https://lightgbm.readthedocs.io/en/latest/

GG Music

• STFT

  • https://en.wikipedia.org/wiki/Short-time_Fourier_transform

  • Unet++

• model

  • cycleGAN
    • 解決不成對的資料

手勢辨識

• https://towardsdatascience.com/tutorial-using-deep-learning-and-cnns-to-make-a-hand-gesture-recognition-model-371770b63a51

• DataSet

  • FreiHAND Dataset

AI 音樂玩家

• GOOD~~

經理人班

Yoga

• 透過網路教瑜珈在家裡自己跳
• 偵測姿勢

單身就是晴天

• 7 年
  • 每7個人就有一個失能

AI MAX

• AI 吃健康

AI 大司農

-　農業，作物

TWX 化工產業廢水處理

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