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Neural Network And
Computer Vision (NN & CV)
Presented By : Mohammad Sheikh Ghazanfar
Madaline Neural Network Architecture
Many Adaline = Madaline
Modern Neural Network Architectures :
● Many inefficient and unscalable architectures (till 2011)
● VGG (Oxford - 2012)
● GoogleNet & Inception(Google - 2014)
● Bottleneck layer (10x faster - 2015)
● LSTM (Great for time series)
● CNN (Awesome of Computer Vision - from 1998)
Use of Neural Network :
● Time Series Analysis (i.e. Stock Data Prediction, Rain
Forecasting etc.)
● Optimal Outcome Prediction
● Computer Vision (OCR, Object Detection, Face Recognition,
etc.)
● Speech Synthesizing
● Many More
Computer Vision : Computer Vision is the field of science to help
computers “see” and understand the content of digital images such
as photographs and videos.
Let’s See what we can do !
Any Question ?
Thank you :)

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History & Introduction of Neural Network and use of it in Computer Vision

  • 1. Neural Network And Computer Vision (NN & CV) Presented By : Mohammad Sheikh Ghazanfar
  • 2.
  • 3. Madaline Neural Network Architecture Many Adaline = Madaline
  • 4. Modern Neural Network Architectures : ● Many inefficient and unscalable architectures (till 2011) ● VGG (Oxford - 2012) ● GoogleNet & Inception(Google - 2014) ● Bottleneck layer (10x faster - 2015) ● LSTM (Great for time series) ● CNN (Awesome of Computer Vision - from 1998) Use of Neural Network : ● Time Series Analysis (i.e. Stock Data Prediction, Rain Forecasting etc.) ● Optimal Outcome Prediction ● Computer Vision (OCR, Object Detection, Face Recognition, etc.) ● Speech Synthesizing ● Many More
  • 5. Computer Vision : Computer Vision is the field of science to help computers “see” and understand the content of digital images such as photographs and videos.
  • 6. Let’s See what we can do !