From bbb20e3b3a9aa89c6aa7263f698d1d0de2a78e93 Mon Sep 17 00:00:00 2001 From: r0r-5chach Date: Sun, 19 May 2024 23:06:27 +0100 Subject: [PATCH] finished --- main.py | 37 ++++++++++++++++++++----------------- report.odt | Bin 24235 -> 294841 bytes report.pdf | Bin 0 -> 296619 bytes results.py | 42 ++++++++++++++++++++++++++++++++++++++++++ test.py | 46 ++++++++++++++++++++++++++++++++++++++++++---- 5 files changed, 104 insertions(+), 21 deletions(-) create mode 100644 report.pdf create mode 100644 results.py diff --git a/main.py b/main.py index e5c0e4b..5191085 100644 --- a/main.py +++ b/main.py @@ -4,6 +4,7 @@ import tensorflow as tf import os + #Import Data PATH = os.path.join(os.getcwd(), "crop-data") @@ -23,12 +24,13 @@ validation_data = tf.keras.utils.image_dataset_from_directory(validation_data, batch_size=BATCH_SIZE, image_size=IMG_SIZE) -test_data = tf.keras.utils.image_dataset_from_directory(test_data, - shuffle=True, - batch_size=BATCH_SIZE, - image_size=IMG_SIZE) - +train_size = len(training_data)-len(validation_data) +test_data = training_data.skip(train_size).take(len(validation_data)) class_names = training_data.class_names +training_data = training_data.take(train_size) + +print(f"Train: {len(training_data)}\nValid: {len(validation_data)}\nTest: {len(test_data)}") + #View Data plt.figure(figsize=(10,10)) @@ -54,9 +56,6 @@ data_augmentation = tf.keras.Sequential([ tf.keras.layers.RandomRotation(0.2) ]) -#Preprocessing -preprocess_input = tf.keras.applications.mobilenet_v3.preprocess_input - #Create Base Model From MobileNetV3 IMG_SHAPE = IMG_SIZE + (3,) base_model = tf.keras.applications.MobileNetV3Large( @@ -85,7 +84,6 @@ predication_batch = prediction_layer(feature_batch_avg) inputs = tf.keras.Input(shape=(160,160,3)) x = data_augmentation(inputs) -x = preprocess_input(x) x = base_model(x, training=False) x = global_avg_layer(x) x = tf.keras.layers.Dropout(0.2)(x) @@ -102,17 +100,13 @@ base_learning_rate = 0.0001 training_data = training_data.map(lambda x,y: (x, tf.one_hot(y,38))) validation_data = validation_data.map(lambda x,y: (x, tf.one_hot(y,38))) - - +test_data = test_data.map(lambda x,y: (x, tf.one_hot(y,38))) optimizer = tf.keras.optimizers.Adam(learning_rate=base_learning_rate) loss = tf.keras.losses.CategoricalCrossentropy() metrics = [tf.keras.metrics.CategoricalAccuracy()] -phy_dev = tf.config.list_physical_devices("GPU") -for gpu in phy_dev: - tf.config.experimental.set_memory_growth(gpu, True) model.compile(optimizer=optimizer, loss=loss, metrics=metrics) @@ -131,7 +125,7 @@ lr_schedule = tf.keras.callbacks.ReduceLROnPlateau( min_lr=1e-6 ) -earky_stopping = tf.keras.callbacks.EarlyStopping( +early_stopping = tf.keras.callbacks.EarlyStopping( monitor="val_loss", patience=10, restore_best_weights=True @@ -140,6 +134,15 @@ earky_stopping = tf.keras.callbacks.EarlyStopping( history = model.fit(training_data, epochs=initial_epochs, validation_data=validation_data, - callbacks=[lr_schedule]) + callbacks=[lr_schedule, early_stopping]) -model.save("crop-classifier-callbacks.keras") +model.save("crop-classifier-better-test.keras") + +#Evaluate Model +results = model.evaluate(validation_data) +print(f"Validation Loss: {results[0]}") +print(f"Validation Accuracy: {results[1]}") + +results = model.evaluate(test_data) +print(f"Test Loss: {results[0]}") +print(f"Test Accuracy: {results[1]}") diff --git a/report.odt b/report.odt index 58f965ed513be419faef761bd320a92b10e406bf..151be3021c69209bf048b8a3895489e51f232bb8 100644 GIT binary patch literal 294841 zcmb4q1#lg`mgY4xGskSl%p5bb9W&E4GhH(zX2zHqVrFJ$j+vR6dGpWgOzl>^eOsey zRjF0_bk31l(gC%SECeJb000XB1XtH->JPFaQUd^hfAZfdfUTvinTv;mnURBojirf^ zi>19Clbf9>qrH){r8A?wgPEPFy@{)>nVk!xiy6p8>Hq5NFaEz1?%$HAy&cff+|}tn zx^ZS@`U`V4HgaP6f1?Qh19UHXJ$+m8^7DpVi*XlqQ=DSW&OsaGQKRVa z4RFBTg>dVwy@s+V9=9Gf)V6L{pB@dX7uEG)JwDnFE{L_8TcAHfBa`-Jy-Y7p&f z>?7{(I!gGirJfBwPvGk6DhrcZ0opQmDe|Du_O@i~H;q3YQoD#0o3nS(IsB8CD)l|j zdT1MQh{dH%?o{_gi*cY@3YWR0^qI7Fg74)-KCO6ufg&GWiX>Pa)k2F41s#zOu%xX# 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tf.keras.utils.image_dataset_from_directory(validation_data, + shuffle=True, + batch_size=32, + image_size=(160,160)) + +validation_data_64 = tf.keras.utils.image_dataset_from_directory(validation_data, + shuffle=True, + batch_size=64, + image_size=(160,160)) + +AUTOTUNE = tf.data.AUTOTUNE +validation_data_32 = validation_data_32.prefetch(buffer_size=AUTOTUNE) +validation_data_64 = validation_data_64.prefetch(buffer_size=AUTOTUNE) + +validation_data_32 = validation_data_32.map(lambda x,y: (x, tf.one_hot(y,38))) +validation_data_64 = validation_data_64.map(lambda x,y: (x, tf.one_hot(y,38))) + + +model1 = tf.keras.models.load_model("crop-classifier.keras") +model2 = tf.keras.models.load_model("crop-classifier-64-batch.keras") +model3 = tf.keras.models.load_model("crop-classifier-callbacks.keras") + +result = model1.evaluate(validation_data_32) +print(f"Validation Loss: {result[0]}") +print(f"Accuracy: {result[1]}") + +result = model2.evaluate(validation_data_64) +print(f"Validation Loss: {result[0]}") +print(f"Accuracy: {result[1]}") + +result = model3.evaluate(validation_data_64) +print(f"Validation Loss: {result[0]}") +print(f"Accuracy: {result[1]}") diff --git a/test.py b/test.py index 6e79279..6461ce5 100644 --- a/test.py +++ b/test.py @@ -1,4 +1,42 @@ -#Load model -#Load test data -#Test -#Print results +import numpy as np +import tensorflow as tf +import os + + +#Import Data +PATH = os.path.join(os.getcwd(), "crop-data") + +test_data = os.path.join(PATH, "test") +test_data_32 = tf.keras.utils.image_dataset_from_directory(test_data, + shuffle=True, + batch_size=32, + image_size=(160,160)) + +test_data_64 = tf.keras.utils.image_dataset_from_directory(test_data, + shuffle=True, + batch_size=64, + image_size=(160,160)) + +AUTOTUNE = tf.data.AUTOTUNE +test_data_32 = test_data_32.prefetch(buffer_size=AUTOTUNE) +test_data_64 = test_data_64.prefetch(buffer_size=AUTOTUNE) + +test_data_32 = test_data_32.map(lambda x,y: (x, tf.one_hot(y,38))) +test_data_64 = test_data_64.map(lambda x,y: (x, tf.one_hot(y,38))) + + +model1 = tf.keras.models.load_model("crop-classifier.keras") +model2 = tf.keras.models.load_model("crop-classifier-64-batch.keras") +model3 = tf.keras.models.load_model("crop-classifier-callbacks.keras") + +result = model1.evaluate(test_data_32) +print(f"Test Loss: {result[0]}") +print(f"Test Accuracy: {result[1]}") + +result = model2.evaluate(test_data_64) +print(f"Test Loss: {result[0]}") +print(f"Test Accuracy: {result[1]}") + +result = model3.evaluate(test_data_64) +print(f"Test Loss: {result[0]}") +print(f"Test Accuracy: {result[1]}")