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ML-Image-Classification

The images where collected by Intel for image process

the images consist of six classes, images for:

  • mountains
  • streets
  • glacier
  • buildings
  • sea
  • forest

Goal of this project

Correctly classify an image within the 6 class without a label

Importance of Image classification

Image Classification has been an import part of Machine Learning in recent times; mainly, because the world is experience a fast increase in automation and robotics, such as driveless cars, drones, and space rovers.

Perseverance Rover

Screen Shot 2024-02-27 at 9 57 46 AM

The image above shows the recent rover sent to mars; inorder for this rover to move around they need eyes (camera) and a brain to process the information the camera feeds them. Image process is part of the brain of the rover; the computer can process an image through classification to determine if it rock or ice.

Screen Shot 2024-02-27 at 9 57 59 AM

Also, same idea is applied in Telsa driveless cars. They use cameras and the images produce by the cameras are processed through machine learning.

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