Python Object Detection

Google Teachable Machine

Object Detection Intro

What you’ll learn

  • Python.
  • Object Detection.
  • Teachable Machine.
  • Open CV(Computer Vision).
  • Tensorflow.

Course Content

  • Introduction –> 1 lecture • 1min.
  • Machine Learning –> 1 lecture • 3min.
  • Preparing Dataset –> 2 lectures • 25min.
  • Testing –> 2 lectures • 18min.
  • Project 1 –> 1 lecture • 37min.
  • Project 3 –> 1 lecture • 1min.
  • Killer Automation Python Projects –> 1 lecture • 29min.

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Requirements

Object Detection Intro

One of the important fields of Artificial Intelligence is Computer Vision. Computer Vision is the science of computers and software systems that can recognise and understand images and scenes. Computer Vision is also composed of various aspects such as image recognition, object detection, image generation, image super-resolution and more. Object detection is probably the most profound aspect of computer vision due the number practical use cases. In this tutorial, I will briefly introduce the concept of modern object detection, challenges faced by software developers, the solution my team has provided as well as code tutorials to perform high performance object detection.

Object detection refers to the capability of computer and software systems to locate objects in an image/scene and identify each object. Object detection has been widely used for face detection, vehicle detection, pedestrian counting, web images, security systems and driverless cars. There are many ways object detection can be used as well in many fields of practice. Like every other computer technology, a wide range of creative and amazing uses of object detection will definitely come from the efforts of computer programmers and software developers.

 

Course

Learn to create Machine Learning Model within an hour with minimal coding and no math involved. We will be using the Google Teachable machine and exploring different test cases for object detection.

The course also includes some cool automation libraries of Python.

  1. Horoscope
  2. Currency conversion
  3. Watermark
  4. Plagiarism
  5. Text2Speech with mp3 player
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