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apple_leaf.ipynb
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "apple_leaf.ipynb",
"provenance": [],
"collapsed_sections": [],
"authorship_tag": "ABX9TyPnkT7JUUMK5a4jZNUvVIa5",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/Mahmood-Hussain/108ef3ccb7f5e0d01ad1cec0b94ce327/apple_leaf.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"metadata": {
"id": "IKbqTAZGVwzh"
},
"source": [
"import os\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import tensorflow as tf\n",
"import pathlib\n",
"import PIL\n",
"import PIL.Image\n",
"from tensorflow.keras.models import Sequential\n",
"from tensorflow.keras.layers import Dense, Conv2D, Flatten, BatchNormalization, MaxPooling2D, Activation, Dropout\n",
"from tensorflow.keras.preprocessing.image import ImageDataGenerator"
],
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "lmOXY0ovWYQX",
"outputId": "9870382c-cf3d-464d-94f1-0084cdb33699"
},
"source": [
"# Download Dataset\n",
"!wget http://aharbal.com/mmslab/made_apple_leaf_dataset.zip"
],
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"text": [
"--2021-06-24 14:13:19-- http://aharbal.com/mmslab/made_apple_leaf_dataset.zip\n",
"Resolving aharbal.com (aharbal.com)... 194.59.164.189\n",
"Connecting to aharbal.com (aharbal.com)|194.59.164.189|:80... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 148223445 (141M) [application/zip]\n",
"Saving to: ‘made_apple_leaf_dataset.zip’\n",
"\n",
"made_apple_leaf_dat 100%[===================>] 141.36M 1.29MB/s in 2m 0s \n",
"\n",
"2021-06-24 14:15:20 (1.18 MB/s) - ‘made_apple_leaf_dataset.zip’ saved [148223445/148223445]\n",
"\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "xY-hcPjoXLrh",
"outputId": "57174e33-f355-4924-872b-7734c307f49c"
},
"source": [
"!unzip made_apple_leaf_dataset"
],
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
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