{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":14774,"databundleVersionId":875431,"sourceType":"competition"},{"sourceId":11046815,"sourceType":"datasetVersion","datasetId":6881451},{"sourceId":11161869,"sourceType":"datasetVersion","datasetId":6964922},{"sourceId":11163422,"sourceType":"datasetVersion","datasetId":6966089},{"sourceId":11175548,"sourceType":"datasetVersion","datasetId":6974946},{"sourceId":306538,"sourceType":"modelInstanceVersion","isSourceIdPinned":true,"modelInstanceId":261407,"modelId":282555}],"dockerImageVersionId":30919,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import os\nimport pandas as pd\nimport tensorflow as tf\nfrom tensorflow.keras.applications import ResNet50\nfrom tensorflow.keras.preprocessing.image import ImageDataGenerator\nfrom sklearn.metrics import classification_report, accuracy_score\n\n# Define constants\nIMG_SIZE = 224  # Image size for ResNet50\nBATCH_SIZE = 32  # Batch size\nDATASET_DIR = \"/kaggle/input/aptos2019-blindness-detection/\"  # Dataset directory\nTRAIN_CSV = os.path.join(DATASET_DIR, \"train.csv\")\nTRAIN_IMAGES_DIR = os.path.join(DATASET_DIR, \"train_images\")\n\n# Load train.csv\ntrain_df = pd.read_csv(TRAIN_CSV)\ntrain_df[\"id_code\"] = train_df[\"id_code\"] + \".png\"  # Append file extension\ntrain_df[\"diagnosis\"] = train_df[\"diagnosis\"].astype(str)  # Convert labels to string for ImageDataGenerator\n\n# Split the data into training and validation sets\nfrom sklearn.model_selection import train_test_split\ntrain_df, val_df = train_test_split(train_df, test_size=0.2, random_state=42, stratify=train_df[\"diagnosis\"])\n\n# Data augmentation and preprocessing\ndata_gen = ImageDataGenerator(\n    rescale=1.0 / 255.0,\n    rotation_range=20,\n    width_shift_range=0.2,\n    height_shift_range=0.2,\n    shear_range=0.2,\n    zoom_range=0.2,\n    horizontal_flip=True\n)\n\nval_gen = ImageDataGenerator(rescale=1.0 / 255.0)\n\ntrain_gen = data_gen.flow_from_dataframe(\n    train_df,\n    directory=TRAIN_IMAGES_DIR,\n    x_col=\"id_code\",\n    y_col=\"diagnosis\",\n    target_size=(IMG_SIZE, IMG_SIZE),\n    batch_size=BATCH_SIZE,\n    class_mode='sparse'\n)\n\nval_gen = val_gen.flow_from_dataframe(\n    val_df,\n    directory=TRAIN_IMAGES_DIR,\n    x_col=\"id_code\",\n    y_col=\"diagnosis\",\n    target_size=(IMG_SIZE, IMG_SIZE),\n    batch_size=BATCH_SIZE,\n    class_mode='sparse'\n)\n\n# Load ResNet50 and modify it for fine-tuning\nbase_model = ResNet50(weights='imagenet', include_top=False, input_shape=(IMG_SIZE, IMG_SIZE, 3))\nbase_model.trainable = True  # Unfreeze the base model for training\n\n# Add classification layers\nmodel = tf.keras.Sequential([\n    base_model,\n    tf.keras.layers.GlobalAveragePooling2D(),\n    tf.keras.layers.Dropout(0.2),\n    tf.keras.layers.Dense(128, activation='relu'),\n    tf.keras.layers.Dropout(0.2),\n    tf.keras.layers.Dense(5, activation='softmax')  # 5 classes: 0-4\n])\n\n# Compile the model\nmodel.compile(\n    optimizer=tf.keras.optimizers.Adam(learning_rate=1e-4),\n    loss='sparse_categorical_crossentropy',\n    metrics=['accuracy']\n)\n\n# Train the model\nhistory = model.fit(\n    train_gen,\n    validation_data=val_gen,\n    epochs=30,  # Increase epochs for better results\n    steps_per_epoch=train_gen.samples // BATCH_SIZE,\n    validation_steps=val_gen.samples // BATCH_SIZE\n)\n\n# Save the trained model\nmodel.save(\"resnet50_finetuned.h5\")\n\n# Evaluate the model on the validation set\nval_loss, val_accuracy = model.evaluate(val_gen)\nprint(f\"Validation Loss: {val_loss}, Validation Accuracy: {val_accuracy}\")\n\n# Function to predict on new images\ndef predict_image(image_path):\n    from tensorflow.keras.preprocessing.image import load_img, img_to_array\n    \n    image = load_img(image_path, target_size=(IMG_SIZE, IMG_SIZE))\n    image = img_to_array(image) / 255.0\n    image = tf.expand_dims(image, axis=0)\n    \n    prediction = model.predict(image)\n    predicted_class = tf.argmax(prediction[0]).numpy()\n    return predicted_class\n\n# Example usage\n# result = predict_image(\"path_to_new_image.jpg\")\n# print(\"Predicted Class:\", result)\n","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2025-02-12T05:19:58.120428Z","iopub.execute_input":"2025-02-12T05:19:58.120703Z","iopub.status.idle":"2025-02-12T06:55:39.967389Z","shell.execute_reply.started":"2025-02-12T05:19:58.120669Z","shell.execute_reply":"2025-02-12T06:55:39.96668Z"}},"outputs":[{"name":"stdout","text":"Found 2929 validated image filenames belonging to 5 classes.\nFound 733 validated image filenames belonging to 5 classes.\nDownloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels_notop.h5\n\u001b[1m94765736/94765736\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 0us/step\nEpoch 1/30\n","output_type":"stream"},{"name":"stderr","text":"/usr/local/lib/python3.10/dist-packages/keras/src/trainers/data_adapters/py_dataset_adapter.py:122: UserWarning: Your `PyDataset` class should call `super().__init__(**kwargs)` in its constructor. `**kwargs` can include `workers`, `use_multiprocessing`, `max_queue_size`. Do not pass these arguments to `fit()`, as they will be ignored.\n  self._warn_if_super_not_called()\n","output_type":"stream"},{"name":"stdout","text":"\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m536s\u001b[0m 5s/step - accuracy: 0.6419 - loss: 0.9745 - val_accuracy: 0.4957 - val_loss: 3.5058\nEpoch 2/30\n\u001b[1m 1/91\u001b[0m \u001b[37m━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[1m33s\u001b[0m 372ms/step - accuracy: 0.7500 - loss: 0.8103","output_type":"stream"},{"name":"stderr","text":"/usr/lib/python3.10/contextlib.py:153: UserWarning: Your input ran out of data; interrupting training. Make sure that your dataset or generator can generate at least `steps_per_epoch * epochs` batches. You may need to use the `.repeat()` function when building your dataset.\n  self.gen.throw(typ, value, traceback)\n","output_type":"stream"},{"name":"stdout","text":"\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 75ms/step - accuracy: 0.7500 - loss: 0.8103 - val_accuracy: 0.4138 - val_loss: 4.1939\nEpoch 3/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m363s\u001b[0m 4s/step - accuracy: 0.7742 - loss: 0.5871 - val_accuracy: 0.4929 - val_loss: 9.8874\nEpoch 4/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 29ms/step - accuracy: 0.8438 - loss: 0.4497 - val_accuracy: 0.4828 - val_loss: 10.4692\nEpoch 5/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m360s\u001b[0m 4s/step - accuracy: 0.8091 - loss: 0.5196 - val_accuracy: 0.4886 - val_loss: 6.7202\nEpoch 6/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.7500 - loss: 0.9356 - val_accuracy: 0.5862 - val_loss: 5.4477\nEpoch 7/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m359s\u001b[0m 4s/step - accuracy: 0.8253 - loss: 0.4590 - val_accuracy: 0.4929 - val_loss: 3.1733\nEpoch 8/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 32ms/step - accuracy: 0.8125 - loss: 0.4552 - val_accuracy: 0.4828 - val_loss: 3.8024\nEpoch 9/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m361s\u001b[0m 4s/step - accuracy: 0.8503 - loss: 0.4111 - val_accuracy: 0.4915 - val_loss: 8.9417\nEpoch 10/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 24ms/step - accuracy: 0.8750 - loss: 0.5032 - val_accuracy: 0.5172 - val_loss: 8.0359\nEpoch 11/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m362s\u001b[0m 4s/step - accuracy: 0.8372 - loss: 0.4317 - val_accuracy: 0.5469 - val_loss: 1.1237\nEpoch 12/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 18ms/step - accuracy: 0.8438 - loss: 0.3970 - val_accuracy: 0.6207 - val_loss: 0.9007\nEpoch 13/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m360s\u001b[0m 4s/step - accuracy: 0.8669 - loss: 0.3814 - val_accuracy: 0.5966 - val_loss: 1.3242\nEpoch 14/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 22ms/step - accuracy: 0.8438 - loss: 0.3596 - val_accuracy: 0.6897 - val_loss: 0.9310\nEpoch 15/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m362s\u001b[0m 4s/step - accuracy: 0.8723 - loss: 0.3168 - val_accuracy: 0.6733 - val_loss: 1.1794\nEpoch 16/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 29ms/step - accuracy: 0.8750 - loss: 0.4004 - val_accuracy: 0.7931 - val_loss: 1.0676\nEpoch 17/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m362s\u001b[0m 4s/step - accuracy: 0.8926 - loss: 0.2989 - val_accuracy: 0.7230 - val_loss: 0.8992\nEpoch 18/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.8438 - loss: 0.4585 - val_accuracy: 0.6552 - val_loss: 1.0372\nEpoch 19/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m362s\u001b[0m 4s/step - accuracy: 0.8918 - loss: 0.2917 - val_accuracy: 0.7386 - val_loss: 0.8702\nEpoch 20/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.8750 - loss: 0.2630 - val_accuracy: 0.8276 - val_loss: 0.4544\nEpoch 21/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m360s\u001b[0m 4s/step - accuracy: 0.8987 - loss: 0.2650 - val_accuracy: 0.7685 - val_loss: 1.0062\nEpoch 22/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.8125 - loss: 0.2924 - val_accuracy: 0.7241 - val_loss: 0.6860\nEpoch 23/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m361s\u001b[0m 4s/step - accuracy: 0.8992 - loss: 0.2776 - val_accuracy: 0.7926 - val_loss: 0.8184\nEpoch 24/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 23ms/step - accuracy: 0.8750 - loss: 0.3342 - val_accuracy: 0.8276 - val_loss: 0.5442\nEpoch 25/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m362s\u001b[0m 4s/step - accuracy: 0.9244 - loss: 0.2286 - val_accuracy: 0.7770 - val_loss: 0.7834\nEpoch 26/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 19ms/step - accuracy: 0.8438 - loss: 0.2661 - val_accuracy: 0.7241 - val_loss: 0.8607\nEpoch 27/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m359s\u001b[0m 4s/step - accuracy: 0.9012 - loss: 0.2702 - val_accuracy: 0.7699 - val_loss: 0.9028\nEpoch 28/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.9062 - loss: 0.5091 - val_accuracy: 0.7241 - val_loss: 0.5634\nEpoch 29/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m362s\u001b[0m 4s/step - accuracy: 0.9273 - loss: 0.1980 - val_accuracy: 0.7969 - val_loss: 0.9710\nEpoch 30/30\n\u001b[1m91/91\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 23ms/step - accuracy: 0.9375 - loss: 0.2110 - val_accuracy: 0.6897 - val_loss: 1.7774\n\u001b[1m23/23\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m68s\u001b[0m 3s/step - accuracy: 0.8060 - loss: 0.9410\nValidation Loss: 0.982956051826477, Validation Accuracy: 0.8008185625076294\n","output_type":"stream"}],"execution_count":1},{"cell_type":"code","source":"import os\nimport pandas as pd\nimport tensorflow as tf\nfrom tensorflow.keras.applications import ResNet50\nfrom tensorflow.keras.preprocessing.image import ImageDataGenerator\nfrom sklearn.model_selection import train_test_split\n\n# Define constants\nIMG_SIZE = 224  \nBATCH_SIZE = 32  \n\n# Kaggle APTOS dataset paths\nAPTOS_DATASET_DIR = \"/kaggle/input/aptos2019-blindness-detection/\"\nAPTOS_TRAIN_CSV = os.path.join(APTOS_DATASET_DIR, \"train.csv\")\nAPTOS_TRAIN_IMAGES_DIR = os.path.join(APTOS_DATASET_DIR, \"train_images\")\n\n# Custom dataset paths (Modify accordingly)\nCUSTOM_DATASET_DIR = \"/kaggle/input/mydataset\"\nCUSTOM_TRAIN_CSV = \"/kaggle/input/vishal-images/vishal_images.csv\"\nCUSTOM_TRAIN_IMAGES_DIR = os.path.join(CUSTOM_DATASET_DIR, \"generated_images\")\n\n# Load APTOS dataset\naptos_df = pd.read_csv(APTOS_TRAIN_CSV)\naptos_df[\"id_code\"] = aptos_df[\"id_code\"] + \".png\"\naptos_df[\"diagnosis\"] = aptos_df[\"diagnosis\"].astype(str)  \naptos_df[\"image_path\"] = APTOS_TRAIN_IMAGES_DIR + \"/\" + aptos_df[\"id_code\"]\n\n# Load Custom dataset\ncustom_df = pd.read_csv(CUSTOM_TRAIN_CSV)\ncustom_df[\"id_code\"] = custom_df[\"id_code\"] + \".png\"\ncustom_df[\"diagnosis\"] = custom_df[\"diagnosis\"].astype(str)  \ncustom_df[\"image_path\"] = CUSTOM_TRAIN_IMAGES_DIR + \"/\" + custom_df[\"id_code\"]\n\n# Merge both datasets\nfull_df = pd.concat([aptos_df, custom_df], ignore_index=True)\n\n# Split into training and validation\ntrain_df, val_df = train_test_split(full_df, test_size=0.2, random_state=42, stratify=full_df[\"diagnosis\"])\n\n# Data augmentation and preprocessing\ndata_gen = ImageDataGenerator(\n    rescale=1.0 / 255.0,\n    rotation_range=20,\n    width_shift_range=0.2,\n    height_shift_range=0.2,\n    shear_range=0.2,\n    zoom_range=0.2,\n    horizontal_flip=True\n)\n\nval_gen = ImageDataGenerator(rescale=1.0 / 255.0)\n\ntrain_gen = data_gen.flow_from_dataframe(\n    train_df,\n    x_col=\"image_path\",\n    y_col=\"diagnosis\",\n    target_size=(IMG_SIZE, IMG_SIZE),\n    batch_size=BATCH_SIZE,\n    class_mode='sparse',\n    shuffle=True\n)\n\nval_gen = val_gen.flow_from_dataframe(\n    val_df,\n    x_col=\"image_path\",\n    y_col=\"diagnosis\",\n    target_size=(IMG_SIZE, IMG_SIZE),\n    batch_size=BATCH_SIZE,\n    class_mode='sparse',\n    shuffle=False\n)\n\n# Load ResNet50 and modify it for fine-tuning\nbase_model = ResNet50(weights='imagenet', include_top=False, input_shape=(IMG_SIZE, IMG_SIZE, 3))\nbase_model.trainable = True  \n\n# Add classification layers\nmodel = tf.keras.Sequential([\n    base_model,\n    tf.keras.layers.GlobalAveragePooling2D(),\n    tf.keras.layers.Dropout(0.2),\n    tf.keras.layers.Dense(128, activation='relu'),\n    tf.keras.layers.Dropout(0.2),\n    tf.keras.layers.Dense(5, activation='softmax')  \n])\n\n# Compile the model\nmodel.compile(\n    optimizer=tf.keras.optimizers.Adam(learning_rate=1e-4),\n    loss='sparse_categorical_crossentropy',\n    metrics=['accuracy']\n)\n\n# Train the model\nhistory = model.fit(\n    train_gen,\n    validation_data=val_gen,\n    epochs=14,\n    steps_per_epoch=train_gen.samples // BATCH_SIZE,\n    validation_steps=val_gen.samples // BATCH_SIZE\n)\n\n# Save the trained model\nmodel.save(\"resnet50_finetuned_with_custom_data.h5\")\n\nprint(\"Training complete and model saved.\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-03-29T00:50:47.87619Z","iopub.execute_input":"2025-03-29T00:50:47.876442Z","iopub.status.idle":"2025-03-29T01:40:48.759243Z","shell.execute_reply.started":"2025-03-29T00:50:47.876412Z","shell.execute_reply":"2025-03-29T01:40:48.758385Z"}},"outputs":[{"name":"stdout","text":"Found 5323 validated image filenames belonging to 5 classes.\nFound 1331 validated image filenames belonging to 5 classes.\nDownloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels_notop.h5\n\u001b[1m94765736/94765736\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 0us/step\nEpoch 1/14\n","output_type":"stream"},{"name":"stderr","text":"/usr/local/lib/python3.10/dist-packages/keras/src/trainers/data_adapters/py_dataset_adapter.py:122: UserWarning: Your `PyDataset` class should call `super().__init__(**kwargs)` in its constructor. `**kwargs` can include `workers`, `use_multiprocessing`, `max_queue_size`. Do not pass these arguments to `fit()`, as they will be ignored.\n  self._warn_if_super_not_called()\n","output_type":"stream"},{"name":"stdout","text":"\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m586s\u001b[0m 3s/step - accuracy: 0.7240 - loss: 0.7660 - val_accuracy: 0.2744 - val_loss: 1.4851\nEpoch 2/14\n\u001b[1m  1/166\u001b[0m \u001b[37m━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[1m27s\u001b[0m 168ms/step - accuracy: 0.7500 - loss: 0.8062","output_type":"stream"},{"name":"stderr","text":"/usr/lib/python3.10/contextlib.py:153: UserWarning: Your input ran out of data; interrupting training. Make sure that your dataset or generator can generate at least `steps_per_epoch * epochs` batches. You may need to use the `.repeat()` function when building your dataset.\n  self.gen.throw(typ, value, traceback)\n","output_type":"stream"},{"name":"stdout","text":"\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 21ms/step - accuracy: 0.7500 - loss: 0.8062 - val_accuracy: 0.1579 - val_loss: 1.5831\nEpoch 3/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m400s\u001b[0m 2s/step - accuracy: 0.8406 - loss: 0.4507 - val_accuracy: 0.2729 - val_loss: 3.6961\nEpoch 4/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 4ms/step - accuracy: 0.8750 - loss: 0.3725 - val_accuracy: 0.1579 - val_loss: 4.3313\nEpoch 5/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m392s\u001b[0m 2s/step - accuracy: 0.8585 - loss: 0.3991 - val_accuracy: 0.3034 - val_loss: 2.2047\nEpoch 6/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 4ms/step - accuracy: 0.9375 - loss: 0.2085 - val_accuracy: 0.2632 - val_loss: 2.5805\nEpoch 7/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m394s\u001b[0m 2s/step - accuracy: 0.8754 - loss: 0.3509 - val_accuracy: 0.3521 - val_loss: 1.6443\nEpoch 8/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 5ms/step - accuracy: 0.9375 - loss: 0.2412 - val_accuracy: 0.3684 - val_loss: 1.8298\nEpoch 9/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m393s\u001b[0m 2s/step - accuracy: 0.8813 - loss: 0.3361 - val_accuracy: 0.5450 - val_loss: 1.0828\nEpoch 10/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 4ms/step - accuracy: 0.8750 - loss: 0.5479 - val_accuracy: 0.6842 - val_loss: 0.9135\nEpoch 11/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m394s\u001b[0m 2s/step - accuracy: 0.8910 - loss: 0.3181 - val_accuracy: 0.4954 - val_loss: 1.3182\nEpoch 12/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 4ms/step - accuracy: 0.8438 - loss: 0.3579 - val_accuracy: 0.6316 - val_loss: 1.0429\nEpoch 13/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m392s\u001b[0m 2s/step - accuracy: 0.8996 - loss: 0.2743 - val_accuracy: 0.8399 - val_loss: 0.4802\nEpoch 14/14\n\u001b[1m166/166\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 4ms/step - accuracy: 0.9375 - loss: 0.2396 - val_accuracy: 0.8421 - val_loss: 0.5485\nTraining complete and model saved.\n","output_type":"stream"}],"execution_count":1},{"cell_type":"code","source":"import numpy as np\nimport tensorflow as tf\nfrom sklearn.metrics import classification_report, confusion_matrix\nimport seaborn as sns\nimport matplotlib.pyplot as plt\n\n# Load the fine-tuned ResNet-50 model\nmodel = tf.keras.models.load_model(\"/kaggle/working/resnet50_finetuned_with_custom_data.h5\")\n\n# Get true labels and class names from val_gen\ny_true = val_gen.classes\nclass_names = list(val_gen.class_indices.keys())\n\n# Make predictions on the validation set\ny_pred_probs = model.predict(val_gen)  # Get probability outputs\ny_pred = np.argmax(y_pred_probs, axis=1)  # Convert probabilities to class labels\n\n# Compute confusion matrix\ncm = confusion_matrix(y_true, y_pred)\n\n# Plot confusion matrix\nplt.figure(figsize=(8, 6))\nsns.heatmap(cm, annot=True, fmt=\"d\", cmap=\"Blues\", xticklabels=class_names, yticklabels=class_names)\nplt.xlabel(\"Predicted Label\")\nplt.ylabel(\"True Label\")\nplt.title(\"Confusion Matrix\")\nplt.show()\n\n# Print classification report\nprint(\"Classification Report:\\n\", classification_report(y_true, y_pred, target_names=class_names))\n\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-03-27T14:30:46.963577Z","iopub.execute_input":"2025-03-27T14:30:46.963911Z","iopub.status.idle":"2025-03-27T14:32:00.989974Z","shell.execute_reply.started":"2025-03-27T14:30:46.963884Z","shell.execute_reply":"2025-03-27T14:32:00.989292Z"}},"outputs":[{"name":"stdout","text":"\u001b[1m42/42\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m69s\u001b[0m 2s/step\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"<Figure size 800x600 with 2 Axes>","image/png":"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\n"},"metadata":{}},{"name":"stdout","text":"Classification Report:\n               precision    recall  f1-score   support\n\n           0       0.94      0.98      0.96       361\n           1       0.51      0.46      0.48        74\n           2       0.65      0.81      0.72       201\n           3       0.58      0.14      0.22        79\n           4       0.92      0.92      0.92       616\n\n    accuracy                           0.85      1331\n   macro avg       0.72      0.66      0.66      1331\nweighted avg       0.84      0.85      0.84      1331\n\n","output_type":"stream"}],"execution_count":8},{"cell_type":"code","source":"import numpy as np\nimport tensorflow as tf\nimport cv2\nimport matplotlib.pyplot as plt\nfrom tensorflow.keras.applications.resnet50 import preprocess_input\n\n# Load the trained model\nmodel = tf.keras.models.load_model(\"/kaggle/input/myresnetmodel/other/default/1/resnet50_finetuned_with_custom_data.h5\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-05-03T05:44:14.422896Z","iopub.execute_input":"2025-05-03T05:44:14.423344Z","iopub.status.idle":"2025-05-03T05:44:32.57235Z","shell.execute_reply.started":"2025-05-03T05:44:14.423313Z","shell.execute_reply":"2025-05-03T05:44:32.571396Z"}},"outputs":[],"execution_count":1},{"cell_type":"code","source":"def predict_image(image_path, model):\n    # Load Image\n    img = cv2.imread(image_path)\n    img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n    raw_img = img.copy()  # Save raw image for visualization\n    \n    # Resize to Model Input Size\n    img = cv2.resize(img, (224, 224))\n    resized_img = img.copy()  # Save resized image for visualization\n    \n    # Normalize and Expand Dimensions\n    img = img.astype(\"float32\") / 255.0\n    preprocessed_img = img.copy()  # Save normalized image for visualization\n    img = np.expand_dims(img, axis=0)  # Add batch dimension\n    \n    # Predict using the model\n    preds = model.predict(img)\n    predicted_class = np.argmax(preds, axis=1)[0]\n    confidence = np.max(preds)\n    \n    return raw_img, resized_img, preprocessed_img, predicted_class, confidence\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-05-03T05:44:42.886441Z","iopub.execute_input":"2025-05-03T05:44:42.886788Z","iopub.status.idle":"2025-05-03T05:44:42.891971Z","shell.execute_reply.started":"2025-05-03T05:44:42.886757Z","shell.execute_reply":"2025-05-03T05:44:42.891124Z"}},"outputs":[],"execution_count":2},{"cell_type":"code","source":"# Path to test image\ntest_image_path = \"/kaggle/input/sahil-images/0a1076183736_gen_2.png\"\n\n# Get outputs from different stages\nraw_img, resized_img, preprocessed_img, predicted_class, confidence = predict_image(test_image_path, model)\n\nprint(f\"Predicted Class: {predicted_class}, Confidence: {confidence:.2f}\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-05-03T05:44:53.104536Z","iopub.execute_input":"2025-05-03T05:44:53.104901Z","iopub.status.idle":"2025-05-03T05:44:57.188742Z","shell.execute_reply.started":"2025-05-03T05:44:53.104874Z","shell.execute_reply":"2025-05-03T05:44:57.188077Z"}},"outputs":[{"name":"stdout","text":"\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 4s/step\nPredicted Class: 2, Confidence: 0.46\n","output_type":"stream"}],"execution_count":3},{"cell_type":"code","source":"fig, ax = plt.subplots(1, 3, figsize=(15, 5))\n\n# Raw Image\nax[0].imshow(raw_img)\nax[0].set_title(\"1️ Raw Image (Original)\")\nax[0].axis(\"off\")\n\n# Resized Image\nax[1].imshow(resized_img)\nax[1].set_title(\"2️ Resized (224x224)\")\nax[1].axis(\"off\")\n\n# Preprocessed Image (Normalized)\nax[2].imshow(preprocessed_img)\nax[2].set_title(\"3️ Preprocessed (Scaled)\")\nax[2].axis(\"off\")\n\nplt.show()\n\nprint(f\" Final Prediction: Class {predicted_class} | Confidence: {confidence:.2f}\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-03-29T02:04:46.976124Z","iopub.execute_input":"2025-03-29T02:04:46.976481Z","iopub.status.idle":"2025-03-29T02:04:47.973507Z","shell.execute_reply.started":"2025-03-29T02:04:46.976457Z","shell.execute_reply":"2025-03-29T02:04:47.97261Z"}},"outputs":[{"name":"stderr","text":"/usr/local/lib/python3.10/dist-packages/IPython/core/pylabtools.py:151: UserWarning: Glyph 8419 (\\N{COMBINING ENCLOSING KEYCAP}) missing from current font.\n  fig.canvas.print_figure(bytes_io, **kw)\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"<Figure size 1500x500 with 3 Axes>","image/png":"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\n"},"metadata":{}},{"name":"stdout","text":"🟢 Final Prediction: Class 3 | Confidence: 0.92\n","output_type":"stream"}],"execution_count":9},{"cell_type":"code","source":"import os\nimport numpy as np\nfrom tensorflow.keras.applications.inception_v3 import InceptionV3, preprocess_input\nfrom tensorflow.keras.preprocessing.image import load_img, img_to_array\nfrom scipy.linalg import sqrtm\n\n# Paths to real and generated image folders\nREAL_IMAGES_DIR = \"/kaggle/input/aptos2019-blindness-detection/train_images\"  # Change this path if needed\nFAKE_IMAGES_DIR = \"/kaggle/input/sahil-images\"  # Change to your GAN-generated image folder\n\n# Load InceptionV3 model\ninception_model = InceptionV3(include_top=False, pooling='avg', input_shape=(299, 299, 3))\n\ndef load_and_process_images(folder_path, num_images=500):\n    \"\"\"Loads and preprocesses images from a given folder.\"\"\"\n    images = []\n    image_files = sorted(os.listdir(folder_path))[:num_images]  # Limit to num_images\n\n    for img_file in image_files:\n        img_path = os.path.join(folder_path, img_file)\n        img = load_img(img_path, target_size=(299, 299))  # Resize for InceptionV3\n        img = img_to_array(img)\n        img = preprocess_input(img)  # Normalize for InceptionV3\n        images.append(img)\n\n    return np.array(images)\n\ndef calculate_fid(real_images, fake_images):\n    \"\"\"Computes Fréchet Inception Distance (FID).\"\"\"\n    act1 = inception_model.predict(real_images)\n    act2 = inception_model.predict(fake_images)\n\n    mu1, sigma1 = act1.mean(axis=0), np.cov(act1, rowvar=False)\n    mu2, sigma2 = act2.mean(axis=0), np.cov(act2, rowvar=False)\n\n    ssdiff = np.sum((mu1 - mu2) ** 2.0)\n    covmean = sqrtm(sigma1.dot(sigma2))\n\n    if np.iscomplexobj(covmean):\n        covmean = covmean.real\n\n    fid = ssdiff + np.trace(sigma1 + sigma2 - 2.0 * covmean)\n    return fid\n\n# Load real and fake images\nreal_images = load_and_process_images(REAL_IMAGES_DIR, num_images=500)\nfake_images = load_and_process_images(FAKE_IMAGES_DIR, num_images=500)\n\n# Compute FID Score\nfid_score = calculate_fid(real_images, fake_images)\nprint(f\"FID Score: {fid_score:.2f}\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-03-27T14:50:08.998195Z","iopub.execute_input":"2025-03-27T14:50:08.998567Z","iopub.status.idle":"2025-03-27T14:51:30.061458Z","shell.execute_reply.started":"2025-03-27T14:50:08.998533Z","shell.execute_reply":"2025-03-27T14:51:30.060579Z"}},"outputs":[{"name":"stdout","text":"\u001b[1m16/16\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m13s\u001b[0m 527ms/step\n\u001b[1m16/16\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 56ms/step\nFID Score: 75.84\n","output_type":"stream"}],"execution_count":15}]}