Face detection and face direction estimation are important for face recognition. In personal identification with surveillance cameras, for example, it is necessary to detect the face whose size, position, and pose are unknown. After the face detection, the face direction estimation is useful for the correct face recognition because we can select the face image of the most desirable direction from the face images taken by the multiple cameras.

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Certificate in Face Detection


 Beginner

INR 9000/-  INR 999/-

What You'll Learn

Face Detection
OpenCV image processing
TensorFlow Deep learning

About

Face detection and face direction estimation are important for face recognition. In personal identification with surveillance cameras, for example, it is necessary to detect the face whose size, position, and pose are unknown. After the face detection, the face direction estimation is useful for the correct face recognition because we can select the face image of the most desirable direction from the face images taken by the multiple cameras.

Requirements

  • windows, mac and linux systems
  • python shell 
  • Anaconda distibution
  • Only Zeal to Learn

Course Outline

  • Python Basics : data types ,variables and strings
  • python loops , continue and breaks
  • python lists , tuple , dictionary & sets
  • python manipulation , sorting and spiting
  • Indexing, slicing and Broadcasting
  • Numpy array types and Matrix operations
  • shape manipulation & Structured arrays
  • matplotlib plot with string and subplot
  • matplotlib with Category plot
  • Artificial Networks networks and CNN
  • Perceptron and multi layer perceptron
  • Optimization and customization
  • Image classification and object recognition
  • Opencv basic image operations and manipulation
  • Video IO and GUI
  • deep leaning : object detection and face detection
  • tensor flow and opencv face recognition

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