{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "**Support vector machine (SVM) for image classification**\n",
        "\n",
        "Use SVM to classify images. To do this:\n",
        "\n",
        "1. Load two datasets. The first dataset contains images of one type (in my example lecture, these were cats), the second dataset contains images of the second type (in my example lecture, these were dogs).\n",
        "2. Train the model and test it with test data. Calculate the accuracy of the model.\n",
        "3. Use the model to predict the class of a new image to be uploaded. Consider several cases that interest you.\n",
        "4. Explain all the results obtained."
      ],
      "metadata": {
        "id": "yrvy31-ROSzM"
      }
    }
  ]
}