diff --git a/algorytm_biedronki.py b/algorytm_biedronki.py new file mode 100644 index 0000000..43580f9 --- /dev/null +++ b/algorytm_biedronki.py @@ -0,0 +1,135 @@ +#%% + +from tensorflow.keras.layers import Input, Lambda, Dense, Flatten,Dropout +from tensorflow.keras.models import Model +from tensorflow.keras.applications.vgg19 import VGG19 +from tensorflow.keras.applications.vgg19 import preprocess_input +from tensorflow.keras.preprocessing import image +from tensorflow.keras.preprocessing.image import ImageDataGenerator +from tensorflow.keras.models import Sequential +import numpy as np +import pandas as pd +import os +import cv2 +import matplotlib.pyplot as plt +# %% +os.chdir(r"C:\Users\pittb\Documents\biedronkapp\BiedronkApp\biedronki_dataset") +train_path="train" +test_path="test" +# %% +x_train=[] + +for folder in os.listdir(train_path): + + sub_path=train_path+"/"+folder + + for img in os.listdir(sub_path): + image_path=sub_path+"/"+img + + img_arr=cv2.imread(image_path) + + img_arr=cv2.resize(img_arr,(224,224)) + + x_train.append(img_arr) + +x_test=[] + +for folder in os.listdir(test_path): + + sub_path=test_path+"/"+folder + + for img in os.listdir(sub_path): + + image_path=sub_path+"/"+img + + img_arr=cv2.imread(image_path) + + img_arr=cv2.resize(img_arr,(224,224)) + + x_test.append(img_arr) +# %% +train_x=np.array(x_train) +test_x=np.array(x_test) + +train_x=train_x/255.0 +test_x=test_x/255.0 +# %% +train_datagen = ImageDataGenerator(rescale = 1./255) +test_datagen = ImageDataGenerator(rescale = 1./255) +# %% +training_set = train_datagen.flow_from_directory(train_path, + target_size = (224, 224), + batch_size = 32, + class_mode = 'sparse') +test_set = test_datagen.flow_from_directory(test_path, + target_size = (224, 224), + batch_size = 32, + class_mode = 'sparse') +# %% +train_y=training_set.classes +test_y=test_set.classes + +training_set.class_indices + +train_y.shape,test_y.shape +# %% +IMAGE_SIZE = [224, 224] + +vgg = VGG19(input_shape=IMAGE_SIZE + [3], weights='imagenet', include_top=False) + +for layer in vgg.layers: + layer.trainable = False + +# %% +# our layers - you can add more if you want +x = Flatten()(vgg.output) + +prediction = Dense(2, activation='softmax')(x) +# %% +# create a model object +model = Model(inputs=vgg.input, outputs=prediction) + +# view the structure of the model +model.summary() +# %% +model.compile( + loss='sparse_categorical_crossentropy', + optimizer="adam", + metrics=['accuracy'] +) +# %% +from tensorflow.keras.callbacks import EarlyStopping +early_stop=EarlyStopping(monitor='val_loss',mode='min',verbose=1,patience=5) +# %% +history = model.fit( + train_x, + train_y, + epochs=10, + callbacks=[early_stop], + batch_size=32,shuffle=True) +# %% +plt.plot(history.history['loss'], label='train loss') +plt.legend() + +plt.savefig('vgg-loss-rps-1.png') +plt.show() +# %% +# accuracies +plt.plot(history.history['accuracy'], label='train acc') +plt.legend() + +plt.savefig('vgg-acc-rps-1.png') +plt.show() +# %% +model.evaluate(test_x,test_y,batch_size=6) +# %% +from sklearn.metrics import accuracy_score,classification_report,confusion_matrix +import numpy as np + +y_pred=model.predict(test_x) +y_pred=np.argmax(y_pred,axis=1) + +accuracy_score(y_pred,test_y) + +print(classification_report(y_pred,test_y)) +# %% diff --git a/biedronki_dataset/siedmiokropki/2010-09-11_(2)_Siebenpunkt,_Seven-spot_Ladybird,_Coccinella_septempunctata--180°-cropped.jpg b/biedronki_dataset/siedmiokropki/2010-09-11_(2)_Siebenpunkt,_Seven-spot_Ladybird,_Coccinella_septempunctata--180°-cropped.jpg deleted file mode 100644 index 9a5e131..0000000 Binary files a/biedronki_dataset/siedmiokropki/2010-09-11_(2)_Siebenpunkt,_Seven-spot_Ladybird,_Coccinella_septempunctata--180°-cropped.jpg and /dev/null differ diff --git a/biedronki_dataset/siedmiokropki/2010-09-11_(2)_Siebenpunkt,_Seven-spot_Ladybird,_Coccinella_septempunctata--180°-mirr-cropped.jpg 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