{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "!pip install opencv-python\n",
        "!pip install pytesseract\n",
        "!sudo apt-get install tesseract-ocr"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QFxNq9DSnZPq",
        "outputId": "94c87689-437e-4f62-f40e-a394e843f12e"
      },
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: opencv-python in /usr/local/lib/python3.11/dist-packages (4.11.0.86)\n",
            "Requirement already satisfied: numpy>=1.21.2 in /usr/local/lib/python3.11/dist-packages (from opencv-python) (2.0.2)\n",
            "Requirement already satisfied: pytesseract in /usr/local/lib/python3.11/dist-packages (0.3.13)\n",
            "Requirement already satisfied: packaging>=21.3 in /usr/local/lib/python3.11/dist-packages (from pytesseract) (24.2)\n",
            "Requirement already satisfied: Pillow>=8.0.0 in /usr/local/lib/python3.11/dist-packages (from pytesseract) (11.2.1)\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "tesseract-ocr is already the newest version (4.1.1-2.1build1).\n",
            "0 upgraded, 0 newly installed, 0 to remove and 34 not upgraded.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "\n",
        "# Step 2: Import necessary libraries\n",
        "import cv2\n",
        "import pytesseract\n",
        "from matplotlib import pyplot as plt"
      ],
      "metadata": {
        "id": "rT_ZdJebqp2r"
      },
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Step 4: Load the image\n",
        "image_path = \"/content/sample4.jpg\"\n",
        "image = cv2.imread(image_path)\n",
        "image_rgb = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)"
      ],
      "metadata": {
        "id": "6puLNeOjqs9G"
      },
      "execution_count": 14,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Step 5: Display the original image\n",
        "plt.figure(figsize=(10, 6))\n",
        "plt.imshow(image_rgb)\n",
        "plt.title(\"Original Image\")\n",
        "plt.axis(\"off\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 486
        },
        "id": "M10F_NBIqyKR",
        "outputId": "e15fa86e-41d3-433e-fc9c-c66db5b88e47"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Step 6: Extract text from the image\n",
        "extracted_text = pytesseract.image_to_string(image_rgb)\n",
        "print(\" Extracted Text:\\n\")\n",
        "print(extracted_text)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "M_QIJ2EJq06D",
        "outputId": "66a918b1-6475-46d5-d117-0354ce7a8ecc"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            " Extracted Text:\n",
            "\n",
            "This is SAMPLE TEXT\n",
            "\n",
            "Text is at different regions\n",
            "\f\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Step 7: Draw bounding boxes around detected text\n",
        "data = pytesseract.image_to_data(image_rgb, output_type=pytesseract.Output.DICT)\n",
        "\n",
        "n_boxes = len(data['level'])\n",
        "for i in range(n_boxes):\n",
        "    (x, y, w, h) = (data['left'][i], data['top'][i], data['width'][i], data['height'][i])\n",
        "    cv2.rectangle(image_rgb, (x, y), (x + w, y + h), (255, 0, 0), 2)"
      ],
      "metadata": {
        "id": "4jJwZbjgq7iD"
      },
      "execution_count": 17,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "plt.figure(figsize=(10, 6))\n",
        "plt.imshow(image_rgb)\n",
        "plt.title(\"Image with Text Bounding Boxes\")\n",
        "plt.axis(\"off\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 486
        },
        "id": "SuuHycp6q1An",
        "outputId": "0f59500c-a1f6-48da-f41a-d3bf46c816a0"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}