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BirdIdentifier/binary-tree.ipynb

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523 KiB

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Bird Species Identifier - Binary Decision Tree Model"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Species\n",
"__MASKED BOBBY__: species 1 \n",
"__CRESTED COUA__: species 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Etape 1: chargée les données\n",
"\n",
"Pour commencer on va charger les images de deux especes de oiseau, qu'on va utiliser pour entrainer notre model."
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Species 1 images:\n",
"['001.jpg', '002.jpg', '003.jpg', '004.jpg', '005.jpg', '006.jpg', '007.jpg', '008.jpg', '009.jpg', '010.jpg', '011.jpg', '012.jpg', '013.jpg', '014.jpg', '015.jpg', '016.jpg', '017.jpg', '018.jpg', '019.jpg', '020.jpg', '021.jpg', '022.jpg', '023.jpg', '024.jpg', '025.jpg', '026.jpg', '027.jpg', '028.jpg', '029.jpg', '030.jpg', '031.jpg', '032.jpg', '033.jpg', '034.jpg', '035.jpg', '036.jpg', '037.jpg', '038.jpg', '039.jpg', '040.jpg', '041.jpg', '042.jpg', '043.jpg', '044.jpg', '045.jpg', '046.jpg', '047.jpg', '048.jpg', '049.jpg', '050.jpg', '051.jpg', '052.jpg', '053.jpg', '054.jpg', '055.jpg', '056.jpg', '057.jpg', '058.jpg', '059.jpg', '060.jpg', '061.jpg', '062.jpg', '063.jpg', '064.jpg', '065.jpg', '066.jpg', '067.jpg', '068.jpg', '069.jpg', '070.jpg', '071.jpg', '072.jpg', '073.jpg', '074.jpg', '075.jpg', '076.jpg', '077.jpg', '078.jpg', '079.jpg', '080.jpg', '081.jpg', '082.jpg', '083.jpg', '084.jpg', '085.jpg', '086.jpg', '087.jpg', '088.jpg', '089.jpg', '090.jpg', '091.jpg', '092.jpg', '093.jpg', '094.jpg', '095.jpg', '096.jpg', '097.jpg', '098.jpg', '099.jpg', '100.jpg', '101.jpg', '102.jpg', '103.jpg', '104.jpg', '105.jpg', '106.jpg', '107.jpg', '108.jpg', '109.jpg', '110.jpg', '111.jpg', '112.jpg', '113.jpg', '114.jpg', '115.jpg', '116.jpg', '117.jpg', '118.jpg', '119.jpg', '120.jpg', '121.jpg', '122.jpg', '123.jpg', '124.jpg', '125.jpg', '126.jpg', '127.jpg', '128.jpg', '129.jpg', '130.jpg', '131.jpg', '132.jpg']\n",
"Species 2 images:\n",
"['001.jpg', '002.jpg', '003.jpg', '004.jpg', '005.jpg', '006.jpg', '007.jpg', '008.jpg', '009.jpg', '010.jpg', '011.jpg', '012.jpg', '013.jpg', '014.jpg', '015.jpg', '016.jpg', '017.jpg', '018.jpg', '019.jpg', '020.jpg', '021.jpg', '022.jpg', '023.jpg', '024.jpg', '025.jpg', '026.jpg', '027.jpg', '028.jpg', '029.jpg', '030.jpg', '031.jpg', '032.jpg', '033.jpg', '034.jpg', '035.jpg', '036.jpg', '037.jpg', '038.jpg', '039.jpg', '040.jpg', '041.jpg', '042.jpg', '043.jpg', '044.jpg', '045.jpg', '046.jpg', '047.jpg', '048.jpg', '049.jpg', '050.jpg', '051.jpg', '052.jpg', '053.jpg', '054.jpg', '055.jpg', '056.jpg', '057.jpg', '058.jpg', '059.jpg', '060.jpg', '061.jpg', '062.jpg', '063.jpg', '064.jpg', '065.jpg', '066.jpg', '067.jpg', '068.jpg', '069.jpg', '070.jpg', '071.jpg', '072.jpg', '073.jpg', '074.jpg', '075.jpg', '076.jpg', '077.jpg', '078.jpg', '079.jpg', '080.jpg', '081.jpg', '082.jpg', '083.jpg', '084.jpg', '085.jpg', '086.jpg', '087.jpg', '088.jpg', '089.jpg', '090.jpg', '091.jpg', '092.jpg', '093.jpg', '094.jpg', '095.jpg', '096.jpg', '097.jpg', '098.jpg', '099.jpg', '100.jpg', '101.jpg', '102.jpg', '103.jpg', '104.jpg', '105.jpg', '106.jpg', '107.jpg', '108.jpg', '109.jpg', '110.jpg', '111.jpg', '112.jpg', '113.jpg', '114.jpg', '115.jpg', '116.jpg', '117.jpg', '118.jpg', '119.jpg', '120.jpg', '121.jpg', '122.jpg', '123.jpg', '124.jpg', '125.jpg', '126.jpg', '127.jpg', '128.jpg', '129.jpg', '130.jpg', '131.jpg', '132.jpg', '133.jpg', '134.jpg', '135.jpg', '136.jpg', '137.jpg', '138.jpg', '139.jpg', '140.jpg', '141.jpg', '142.jpg', '143.jpg', '144.jpg', '145.jpg', '146.jpg', '147.jpg', '148.jpg', '149.jpg', '150.jpg', '151.jpg', '152.jpg']\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import os\n",
"import cv2\n",
"import matplotlib.pyplot as plt\n",
"\n",
"CLASS_NAMES = ['MASKED BOBBY', 'CRESTED COUA']\n",
"\n",
"# Define the directory where your images are stored\n",
"species1_img_dir = r'C:\\Users\\nico-dev\\Desktop\\fac\\birds database\\train\\MASKED BOOBY'\n",
"species2_img_dir = r'C:\\Users\\nico-dev\\Desktop\\fac\\birds database\\train\\CRESTED COUA'\n",
"\n",
"# Get the list of image file names\n",
"s1_image_names = os.listdir(species1_img_dir)\n",
"s2_image_names = os.listdir(species2_img_dir)\n",
"\n",
"# Load the images of each species\n",
"s1_images = []\n",
"for image in s1_image_names:\n",
" img = cv2.imread(os.path.join(species1_img_dir, image))\n",
" s1_images.append(img)\n",
"\n",
"s2_images = []\n",
"for image in s2_image_names:\n",
" img = cv2.imread(os.path.join(species2_img_dir, image))\n",
" s2_images.append(img)\n",
"\n",
"# Print the loaded image names\n",
"print(\"Species 1 images:\")\n",
"print(s1_image_names)\n",
"\n",
"print(\"Species 2 images:\")\n",
"print(s2_image_names)\n",
"\n",
"plt.imshow(s1_images[0])\n",
"plt.axis('off')\n",
"plt.show()\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Chargement des jeux de test pour chaque espèce"
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Species 1 images:\n",
"['1.jpg', '2.jpg', '3.jpg', '4.jpg', '5.jpg']\n",
"Species 2 images:\n",
"['1.jpg', '2.jpg', '3.jpg', '4.jpg', '5.jpg']\n"
]
}
],
"source": [
"# Define the directory where your images are stored\n",
"species1_img_dir_TEST = r'C:\\Users\\nico-dev\\Desktop\\fac\\birds database\\test\\MASKED BOOBY'\n",
"species2_img_dir_TEST = r'C:\\Users\\nico-dev\\Desktop\\fac\\birds database\\test\\CRESTED COUA'\n",
"\n",
"# Get the list of image file names\n",
"s1_image_names_TEST = os.listdir(species1_img_dir_TEST)\n",
"s2_image_names_TEST = os.listdir(species2_img_dir_TEST)\n",
"\n",
"# Load the images of each species\n",
"s1_images_TEST = []\n",
"for image in s1_image_names_TEST:\n",
" img = cv2.imread(os.path.join(species1_img_dir_TEST, image))\n",
" s1_images_TEST.append(img)\n",
"\n",
"s2_images_TEST = []\n",
"for image in s2_image_names_TEST:\n",
" img = cv2.imread(os.path.join(species2_img_dir_TEST, image))\n",
" s2_images_TEST.append(img)\n",
"\n",
"# Print the loaded image names\n",
"print(\"Species 1 images:\")\n",
"print(s1_image_names_TEST)\n",
"\n",
"print(\"Species 2 images:\")\n",
"print(s2_image_names_TEST)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Dans cette étape, nous avons traité les images. C'est une étape importante car elle peut affecter considérablement les performances de notre modèle.\n",
"\n",
"Nous avons effectué deux opérations principales :\n",
"\n",
"1. **Redimensionnement** : Nous avons redimensionné toutes les images pour qu'elles aient la même taille (224x224 pixels). C'est nécessaire car l'entrée d'un modèle d'apprentissage automatique doit toujours être de la même taille.\n",
"\n",
"2. **Normalisation** : Nous avons normalisé les valeurs des pixels pour qu'elles soient comprises entre 0 et 1. Cela est généralement fait en divisant chaque valeur de pixel par 255 (puisque les valeurs RGB varient de 0 à 255). La normalisation aide à accélérer l'apprentissage du modèle et conduit souvent à de meilleures performances.\n",
"\n",
"Notez que pour un modèle plus complexe, il pourrait être nécessaire d'ajouter des étapes supplémentaires, comme la suppression de l'arrière-plan."
]
},
{
"cell_type": "code",
"execution_count": 94,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processed images shape: (284, 224, 224, 3)\n",
"- len : 284\n",
"Processed images shape TEST: (10, 224, 224, 3)\n",
"- len : 10\n"
]
}
],
"source": [
"import numpy as np\n",
"\n",
"# Process species 1 images\n",
"processed_images_species1 = []\n",
"for img in s1_images:\n",
" # Resize image to 224x224 pixels\n",
" resized = cv2.resize(img, (224, 224))\n",
" # Normalize pixel values\n",
" normalized = resized / 255.0\n",
" processed_images_species1.append(normalized)\n",
"\n",
"# Convert the list to a numpy array\n",
"processed_images = np.array(processed_images_species1)\n",
"\n",
"# Process species 2 images\n",
"processed_images_species2 = []\n",
"for img in s2_images:\n",
" resized = cv2.resize(img, (224, 224))\n",
" normalized = resized / 255.0\n",
" processed_images_species2.append(normalized)\n",
"\n",
"processed_images = np.concatenate((processed_images_species1, processed_images_species2))\n",
"\n",
"## Concatenate the test set\n",
"# Process species 1 images\n",
"processed_images_species1_TEST = []\n",
"for img in s1_images_TEST:\n",
" # Resize image to 224x224 pixels\n",
" resized = cv2.resize(img, (224, 224))\n",
" # Normalize pixel values\n",
" normalized = resized / 255.0\n",
" processed_images_species1_TEST.append(normalized)\n",
"\n",
"# Convert the list to a numpy array\n",
"processed_images_TEST = np.array(processed_images_species1)\n",
"\n",
"# Process species 2 images\n",
"processed_images_species2_TEST = []\n",
"for img in s2_images_TEST:\n",
" resized = cv2.resize(img, (224, 224))\n",
" normalized = resized / 255.0\n",
" processed_images_species2_TEST.append(normalized)\n",
"\n",
"processed_images_TEST = np.concatenate((processed_images_species1_TEST, processed_images_species2_TEST))\n",
"\n",
"# print len and shape of the processed images\n",
"print(\"Processed images shape:\", processed_images.shape)\n",
"print(\"- len :\", len(processed_images))\n",
"print(\"Processed images shape TEST:\", processed_images_TEST.shape)\n",
"print(\"- len :\", len(processed_images_TEST))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Rappel\n",
"\n",
"**Features** are the inputs to the model. In your case, the features are the processed images of birds. \n",
"\n",
"**Labels** are what we want the model to predict. In your case, the labels are the species of the birds.\n",
"\n",
"Ici, `X_train` et `X_test` sont les features (images), et `y_train` and `y_test` sont les labels (espèces)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Labelisation"
]
},
{
"cell_type": "code",
"execution_count": 95,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"284\n",
"10\n"
]
}
],
"source": [
"# Get the length of the lists\n",
"num_s1_images = len(s1_images)\n",
"num_s2_images = len(s2_images)\n",
"\n",
"# Create labels\n",
"s1_labels = [1] * num_s1_images # for species 1\n",
"s2_labels = [2] * num_s2_images # for species 2\n",
"\n",
"# combiner les labels dans l'ordre des images\n",
"labels = s1_labels + s2_labels\n",
"print(len(labels))\n",
"\n",
"# Do the same for the test set\n",
"num_s1_images_TEST = len(s1_images_TEST)\n",
"num_s2_images_TEST = len(s2_images_TEST)\n",
"\n",
"s1_labels_TEST = [1] * num_s1_images_TEST \n",
"s2_labels_TEST = [2] * num_s2_images_TEST \n",
"\n",
"labels_TEST = s1_labels_TEST + s2_labels_TEST\n",
"print(len(labels_TEST))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Construction du model"
]
},
{
"cell_type": "code",
"execution_count": 96,
"metadata": {},
"outputs": [],
"source": [
"from sklearn import tree\n",
"from sklearn.model_selection import train_test_split\n",
"\n",
"# x represents our images, the inputs of the model (bird images)\n",
"# y represents our labels, the outputs of the model (bird species)\n",
"\n",
"# We can use our dataset's test set to train the model and the test set to evaluate it\n",
"X_train = processed_images\n",
"y_train = labels\n",
"X_test = processed_images_TEST\n",
"y_test = labels_TEST\n",
"\n",
"# Initialize the model\n",
"clf = tree.DecisionTreeClassifier()\n",
"\n",
"# Flatten the images from 4D to 2D\n",
"X_train = X_train.reshape(X_train.shape[0], -1)\n",
"X_test = X_test.reshape(X_test.shape[0], -1)\n",
"\n",
"# Train the model\n",
"clf = clf.fit(X_train, y_train)\n",
"\n",
"# Predict on the test set\n",
"predictions = clf.predict(X_test)"
]
},
{
"cell_type": "code",
"execution_count": 97,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Expected Result: [1, 1, 1, 1, 1, 2, 2, 2, 2, 2]\n",
"Predicted Result: [1 1 1 1 1 2 2 2 2 1]\n",
"Accuracy: 90.00%\n"
]
}
],
"source": [
"from sklearn.metrics import accuracy_score\n",
"\n",
"# Calculate and print the accuracy\n",
"# Print the test labels\n",
"print(\"Expected Result:\", y_test)\n",
"print(\"Predicted Result:\", predictions)\n",
"\n",
"# Calculate and print the accuracy\n",
"accuracy = accuracy_score(y_test, predictions)\n",
"print(\"Accuracy: {:.2f}%\".format(accuracy * 100))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can also try to split the train set in 80/20 to get a larger training set and compare the results."
]
},
{
"cell_type": "code",
"execution_count": 98,
"metadata": {},
"outputs": [],
"source": [
"# here we split our data into training and testing sets\n",
"X_train, X_test, y_train, y_test = train_test_split(processed_images, labels, test_size=0.2, random_state=42)\n",
"\n",
"# And then we do the same as before, train the model and predict on the test set\n",
"\n",
"# Initialize the model\n",
"clf = tree.DecisionTreeClassifier()\n",
"\n",
"# Flatten the images from 4D to 2D\n",
"X_train = X_train.reshape(X_train.shape[0], -1)\n",
"X_test = X_test.reshape(X_test.shape[0], -1)\n",
"\n",
"# Train the model\n",
"clf = clf.fit(X_train, y_train)\n",
"\n",
"# Predict on the test set\n",
"predictions = clf.predict(X_test)"
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Expected Result: [1, 2, 2, 2, 1, 2, 2, 2, 1, 2, 1, 2, 2, 2, 1, 2, 2, 2, 2, 1, 1, 1, 1, 2, 1, 1, 1, 2, 2, 1, 2, 2, 2, 1, 1, 2, 1, 1, 2, 2, 1, 1, 1, 2, 1, 2, 2, 2, 1, 2, 2, 2, 1, 1, 1, 2, 2]\n",
"Predicted Result: [1 1 1 2 1 2 1 2 1 2 1 2 2 2 2 2 2 1 2 1 1 1 1 2 1 2 1 2 2 1 1 1 2 1 2 1 1\n",
" 1 1 2 1 1 2 2 1 2 2 2 1 2 2 2 1 2 1 2 2]\n",
"Accuracy: 77.19%\n"
]
}
],
"source": [
"# Calculate and print the accuracy\n",
"# Print the test labels\n",
"print(\"Expected Result:\", y_test)\n",
"print(\"Predicted Result:\", predictions)\n",
"\n",
"# Calculate and print the accuracy\n",
"accuracy = accuracy_score(y_test, predictions)\n",
"print(\"Accuracy: {:.2f}%\".format(accuracy * 100))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualize the decision tree "
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 2000x1000 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"from sklearn.tree import plot_tree\n",
"\n",
"# Plot the decision tree\n",
"plt.figure(figsize=(20,10)) # Set the figure size\n",
"plot_tree(clf, filled=True, rounded=True, class_names=CLASS_NAMES)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Matrice de confusion"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}