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What is Image Classification?

What is Image Classification?

Image Classification is the process of assigning a label to an image based on its content. A deep learning model learns from thousands of labeled images and predicts the category of new images.

For example, if the model is trained using images of cats and dogs, it can identify whether a new image contains a cat or a dog.

Image classification is a supervised learning task because every training image has a corresponding label.

Applications of Image Classification

  • Face Recognition
  • Medical Image Analysis
  • Autonomous Vehicles
  • Traffic Sign Recognition
  • Product Identification
  • Wildlife Monitoring
  • Agriculture
  • Security Systems