Learn Object Detection with OpenCV and TensorFlow

Object Detection

Introduction of Object Detection

What you’ll learn

  • Object Detection.
  • Practical code writing for object detection.
  • object detection in images, videos and live streaming.
  • Object Size (Small, Medium, Large) classification.
  • Detected Objects Publishing on Web.
  • Posting Images Via FTP.

Course Content

  • Introduction and Course Overview –> 2 lectures • 13min.
  • Environment Setup – Installation –> 2 lectures • 20min.
  • Object Detection Workflow –> 1 lecture • 3min.
  • Object Detection In Images –> 1 lecture • 14min.
  • Object Detection in Videos –> 1 lecture • 13min.
  • Object Detection in Live Streaming Videos with WebCam –> 3 lectures • 23min.
  • Quiz –> 0 lectures • 0min.

Learn Object Detection with OpenCV and TensorFlow

Requirements

  • Be able to write the python code.
  • Aware about the OpenCV.
  • Aware about the Tensorflow.
  • Introduction of Object Detection
  • Installation of all prerequisites to write the code for object detection on Mac Machine
  • Why we are using the OpenCV for Object Detection?
  • Why we are using the TensorFlow library for Object Detection?
  • Write and Run the Code for
    • Object Detection in Images
    • Object Detection in Videos
    • Object Detection in Live Streaming Videos with WebCam
    • Object Size and Position in Images, Videos and Live Streaming
    • Object Uploading on Server and Showing on Web Page
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