{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"nvidiaTeslaT4","dataSources":[{"sourceId":52254,"databundleVersionId":8756537,"sourceType":"competition"},{"sourceId":139134997,"sourceType":"kernelVersion"},{"sourceId":139881797,"sourceType":"kernelVersion"}],"dockerImageVersionId":30747,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# Abdominal Trauma UNET - Target Organ\nfrom segmentation image of target organ, predict it in CT scan images<br/> \nhttps://www.kaggle.com/code/stpeteishii/abdominal-trauma-unet","metadata":{"papermill":{"duration":0.009655,"end_time":"2023-07-11T04:08:31.528281","exception":false,"start_time":"2023-07-11T04:08:31.518626","status":"completed"},"tags":[]}},{"cell_type":"markdown","source":"images: https://www.kaggle.com/code/stpeteishii/one-patient-images-slide-show <br/>\nmasks: https://www.kaggle.com/code/stpeteishii/segmentation-image-of-the-matched-id","metadata":{}},{"cell_type":"markdown","source":"https://arxiv.org/pdf/1505.04597.pdf","metadata":{"papermill":{"duration":0.008294,"end_time":"2023-07-11T04:08:31.545451","exception":false,"start_time":"2023-07-11T04:08:31.537157","status":"completed"},"tags":[]}},{"cell_type":"code","source":"!pip install imantics --quiet","metadata":{"papermill":{"duration":15.417197,"end_time":"2023-07-11T04:08:46.970986","exception":false,"start_time":"2023-07-11T04:08:31.553789","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:24.796407Z","iopub.execute_input":"2024-08-21T12:29:24.796817Z","iopub.status.idle":"2024-08-21T12:29:37.232894Z","shell.execute_reply.started":"2024-08-21T12:29:24.796786Z","shell.execute_reply":"2024-08-21T12:29:37.231537Z"},"trusted":true},"execution_count":93,"outputs":[]},{"cell_type":"code","source":"\n","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import os\nimport cv2\nimport json\nimport random\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport tensorflow as tf\nimport imantics\nfrom PIL import Image\nfrom skimage.transform import resize\nfrom sklearn.model_selection import train_test_split, KFold\nfrom tensorflow.keras.preprocessing.image import ImageDataGenerator\nfrom tensorflow.keras.callbacks import ReduceLROnPlateau\n\n%matplotlib inline","metadata":{"papermill":{"duration":8.983267,"end_time":"2023-07-11T04:08:55.963588","exception":false,"start_time":"2023-07-11T04:08:46.980321","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.235511Z","iopub.execute_input":"2024-08-21T12:29:37.235938Z","iopub.status.idle":"2024-08-21T12:29:37.246171Z","shell.execute_reply.started":"2024-08-21T12:29:37.235888Z","shell.execute_reply":"2024-08-21T12:29:37.245148Z"},"trusted":true},"execution_count":94,"outputs":[]},{"cell_type":"code","source":"images_dir ='/kaggle/input/one-patient-images-slide-show'\nmasks_dir = '/kaggle/input/segmentation-image-of-the-matched-id/4' # thận trái\norgans=['bowel','liver','spleen','right kidney','left kidney']","metadata":{"papermill":{"duration":0.02292,"end_time":"2023-07-11T04:08:55.996944","exception":false,"start_time":"2023-07-11T04:08:55.974024","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.247564Z","iopub.execute_input":"2024-08-21T12:29:37.248254Z","iopub.status.idle":"2024-08-21T12:29:37.258477Z","shell.execute_reply.started":"2024-08-21T12:29:37.24822Z","shell.execute_reply":"2024-08-21T12:29:37.257619Z"},"trusted":true},"execution_count":95,"outputs":[]},{"cell_type":"code","source":"images_listdir0 = sorted(os.listdir(images_dir))\nimages_listdir=[]\nfor i in range(len(images_listdir0)):\n    if i%4==0:\n        images_listdir+=[images_listdir0[i]]\nimages_listdir= images_listdir[50:99]\nmasks_listdir = sorted(os.listdir(masks_dir))\nN=list(range(9))\nrandom_N = N\n#np.random.choice(N, size = 9, replace = False)\n#câu lệnh này sẽ chọn ngẫu nhiên 9 chỉ số khác nhau từ tập hợp {0, 1, 2, ..., N-1} mà không lặp lại bất kỳ chỉ số nào.","metadata":{"papermill":{"duration":0.257623,"end_time":"2023-07-11T04:08:56.264361","exception":false,"start_time":"2023-07-11T04:08:56.006738","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.261083Z","iopub.execute_input":"2024-08-21T12:29:37.261432Z","iopub.status.idle":"2024-08-21T12:29:37.272722Z","shell.execute_reply.started":"2024-08-21T12:29:37.261402Z","shell.execute_reply":"2024-08-21T12:29:37.271845Z"},"trusted":true},"execution_count":96,"outputs":[]},{"cell_type":"code","source":"print(len(images_listdir))\nprint(len(masks_listdir))\n#number of images with left kidney is limited, so use all images in #4 folder. \n#Số lượng hình ảnh có thận trái là hạn chế, vì vậy hãy sử dụng tất cả các hình ảnh trong thư mục #4.","metadata":{"papermill":{"duration":0.027463,"end_time":"2023-07-11T04:08:56.301016","exception":false,"start_time":"2023-07-11T04:08:56.273553","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.27389Z","iopub.execute_input":"2024-08-21T12:29:37.274244Z","iopub.status.idle":"2024-08-21T12:29:37.284534Z","shell.execute_reply.started":"2024-08-21T12:29:37.27419Z","shell.execute_reply":"2024-08-21T12:29:37.283577Z"},"trusted":true},"execution_count":97,"outputs":[{"name":"stdout","text":"49\n49\n","output_type":"stream"}]},{"cell_type":"code","source":"image_size=512\ninput_image_size=(512,512)","metadata":{"papermill":{"duration":0.020017,"end_time":"2023-07-11T04:08:56.336291","exception":false,"start_time":"2023-07-11T04:08:56.316274","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.285573Z","iopub.execute_input":"2024-08-21T12:29:37.285857Z","iopub.status.idle":"2024-08-21T12:29:37.293988Z","shell.execute_reply.started":"2024-08-21T12:29:37.285834Z","shell.execute_reply":"2024-08-21T12:29:37.293164Z"},"trusted":true},"execution_count":98,"outputs":[]},{"cell_type":"code","source":"def read_image(path):\n    img = cv2.imread(path)\n    img = cv2.resize(img, (image_size, image_size))\n    img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n    return img","metadata":{"papermill":{"duration":0.018858,"end_time":"2023-07-11T04:08:56.363872","exception":false,"start_time":"2023-07-11T04:08:56.345014","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.295183Z","iopub.execute_input":"2024-08-21T12:29:37.295546Z","iopub.status.idle":"2024-08-21T12:29:37.304854Z","shell.execute_reply.started":"2024-08-21T12:29:37.295501Z","shell.execute_reply":"2024-08-21T12:29:37.304071Z"},"trusted":true},"execution_count":99,"outputs":[]},{"cell_type":"code","source":"number=120","metadata":{"papermill":{"duration":0.018704,"end_time":"2023-07-11T04:08:56.391595","exception":false,"start_time":"2023-07-11T04:08:56.372891","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.30595Z","iopub.execute_input":"2024-08-21T12:29:37.306248Z","iopub.status.idle":"2024-08-21T12:29:37.315508Z","shell.execute_reply.started":"2024-08-21T12:29:37.306198Z","shell.execute_reply":"2024-08-21T12:29:37.314669Z"},"trusted":true},"execution_count":100,"outputs":[]},{"cell_type":"markdown","source":"# Input images ","metadata":{"papermill":{"duration":0.008863,"end_time":"2023-07-11T04:08:56.409542","exception":false,"start_time":"2023-07-11T04:08:56.400679","status":"completed"},"tags":[]}},{"cell_type":"code","source":"rows = 3\ncols = 3\nfig, ax = plt.subplots(rows, cols, figsize = (10,10))\nfor i, ax in enumerate(ax.flat):\n    if i < len(random_N):\n        img = read_image(f\"{images_dir}/{images_listdir[i]}\")\n        ax.set_title(f\"{images_listdir[i]}\")\n        ax.imshow(img)\n        ax.axis('off')","metadata":{"papermill":{"duration":1.818676,"end_time":"2023-07-11T04:08:58.237091","exception":false,"start_time":"2023-07-11T04:08:56.418415","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:37.31671Z","iopub.execute_input":"2024-08-21T12:29:37.317168Z","iopub.status.idle":"2024-08-21T12:29:39.048117Z","shell.execute_reply.started":"2024-08-21T12:29:37.317128Z","shell.execute_reply":"2024-08-21T12:29:39.047261Z"},"trusted":true},"execution_count":101,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1000x1000 with 9 Axes>","image/png":"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"},"metadata":{}}]},{"cell_type":"markdown","source":"# Ground truth masks","metadata":{"papermill":{"duration":0.020571,"end_time":"2023-07-11T04:08:58.277611","exception":false,"start_time":"2023-07-11T04:08:58.25704","status":"completed"},"tags":[]}},{"cell_type":"code","source":"fig, ax = plt.subplots(rows, cols, figsize = (10,10))\nfor i, ax in enumerate(ax.flat):\n    if i < len(random_N):\n        if os.path.exists(os.path.join(masks_dir,masks_listdir[i])):\n            img = read_image(f\"{masks_dir}/{masks_listdir[i]}\")\n            img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n            ax.set_title(f\"{masks_listdir[i]}\")\n            ax.imshow(img)\n            ax.axis('off')\n        else:\n            print('not exist')","metadata":{"papermill":{"duration":0.905126,"end_time":"2023-07-11T04:08:59.201955","exception":false,"start_time":"2023-07-11T04:08:58.296829","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:39.051649Z","iopub.execute_input":"2024-08-21T12:29:39.051999Z","iopub.status.idle":"2024-08-21T12:29:40.053026Z","shell.execute_reply.started":"2024-08-21T12:29:39.051971Z","shell.execute_reply":"2024-08-21T12:29:40.052114Z"},"trusted":true},"execution_count":102,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1000x1000 with 9 Axes>","image/png":"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"},"metadata":{}}]},{"cell_type":"code","source":"MASKS=np.zeros((1,image_size, image_size, 1), dtype=bool)\nIMAGES=np.zeros((1,image_size, image_size, 3),dtype=np.uint8)\n\nfor j,file in enumerate(images_listdir):   ##the smaller, the faster  \"Càng nhỏ, càng nhanh\"\n    try:\n        image = read_image(f\"{images_dir}/{file}\")\n        image_ex = np.expand_dims(image, axis=0)\n        IMAGES = np.vstack([IMAGES, image_ex])\n        mask = read_image(f\"{masks_dir}/{masks_listdir[j]}\") \n        mask = cv2.cvtColor(mask, cv2.COLOR_BGR2GRAY)\n        mask = mask.reshape(512,512,1)\n        mask_ex = np.expand_dims(mask, axis=0)    \n        MASKS = np.vstack([MASKS, mask_ex])\n    except:\n        print(file)\n        continue","metadata":{"papermill":{"duration":1.160612,"end_time":"2023-07-11T04:09:00.38412","exception":false,"start_time":"2023-07-11T04:08:59.223508","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:40.054517Z","iopub.execute_input":"2024-08-21T12:29:40.05488Z","iopub.status.idle":"2024-08-21T12:29:40.648044Z","shell.execute_reply.started":"2024-08-21T12:29:40.054847Z","shell.execute_reply":"2024-08-21T12:29:40.647249Z"},"trusted":true},"execution_count":103,"outputs":[]},{"cell_type":"code","source":"images=np.array(IMAGES)[1:number+1]\nmasks=np.array(MASKS)[1:number+1]\nprint(images.shape,masks.shape)","metadata":{"papermill":{"duration":0.042314,"end_time":"2023-07-11T04:09:00.448602","exception":false,"start_time":"2023-07-11T04:09:00.406288","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:40.649173Z","iopub.execute_input":"2024-08-21T12:29:40.649527Z","iopub.status.idle":"2024-08-21T12:29:40.669267Z","shell.execute_reply.started":"2024-08-21T12:29:40.6495Z","shell.execute_reply":"2024-08-21T12:29:40.668362Z"},"trusted":true},"execution_count":104,"outputs":[{"name":"stdout","text":"(49, 512, 512, 3) (49, 512, 512, 1)\n","output_type":"stream"}]},{"cell_type":"code","source":"images_train, images_test, masks_train, masks_test = train_test_split(\n    images, masks, test_size=0.4, random_state=42)","metadata":{"_kg_hide-input":true,"papermill":{"duration":0.040675,"end_time":"2023-07-11T04:09:00.511171","exception":false,"start_time":"2023-07-11T04:09:00.470496","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:40.670357Z","iopub.execute_input":"2024-08-21T12:29:40.670645Z","iopub.status.idle":"2024-08-21T12:29:40.691907Z","shell.execute_reply.started":"2024-08-21T12:29:40.670622Z","shell.execute_reply":"2024-08-21T12:29:40.691043Z"},"trusted":true},"execution_count":105,"outputs":[]},{"cell_type":"code","source":"print(len(images_train), len(masks_train))","metadata":{"papermill":{"duration":0.032989,"end_time":"2023-07-11T04:09:00.573399","exception":false,"start_time":"2023-07-11T04:09:00.54041","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-08-21T12:29:40.69325Z","iopub.execute_input":"2024-08-21T12:29:40.693901Z","iopub.status.idle":"2024-08-21T12:29:40.699268Z","shell.execute_reply.started":"2024-08-21T12:29:40.693865Z","shell.execute_reply":"2024-08-21T12:29:40.69826Z"},"trusted":true},"execution_count":106,"outputs":[{"name":"stdout","text":"29 29\n","output_type":"stream"}]},{"cell_type":"code","source":"# Data augmentation  tăng cường dữ liệu\ndatagen = ImageDataGenerator(\n    rotation_range=20,\n    width_shift_range=0.1,\n    height_shift_range=0.1,\n    shear_range=0.2,\n    zoom_range=0.2,\n    horizontal_flip=True,\n    fill_mode='nearest'\n)\ndatagen.fit(images_train)","metadata":{"execution":{"iopub.status.busy":"2024-08-21T12:29:40.70054Z","iopub.execute_input":"2024-08-21T12:29:40.701221Z","iopub.status.idle":"2024-08-21T12:29:40.76553Z","shell.execute_reply.started":"2024-08-21T12:29:40.701167Z","shell.execute_reply":"2024-08-21T12:29:40.764701Z"},"trusted":true},"execution_count":107,"outputs":[]},{"cell_type":"markdown","source":"# U-Net","metadata":{"papermill":{"duration":0.02079,"end_time":"2023-07-11T04:09:00.614825","exception":false,"start_time":"2023-07-11T04:09:00.594035","status":"completed"},"tags":[]}},{"cell_type":"code","source":"","metadata":{"_kg_hide-output":true,"papermill":{"duration":3.40184,"end_time":"2023-07-11T04:09:04.037345","exception":false,"start_time":"2023-07-11T04:09:00.635505","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"reduce_lr = ReduceLROnPlateau(monitor='val_loss', factor=0.1, patience=3, min_lr=0.00001, verbose=1)","metadata":{"execution":{"iopub.status.busy":"2024-08-21T12:29:40.766675Z","iopub.execute_input":"2024-08-21T12:29:40.767028Z","iopub.status.idle":"2024-08-21T12:29:40.772275Z","shell.execute_reply.started":"2024-08-21T12:29:40.766996Z","shell.execute_reply":"2024-08-21T12:29:40.771403Z"},"trusted":true},"execution_count":108,"outputs":[]},{"cell_type":"markdown","source":"# Train\nSuitable number epoch range is narrow.","metadata":{"papermill":{"duration":0.021696,"end_time":"2023-07-11T04:09:04.081495","exception":false,"start_time":"2023-07-11T04:09:04.059799","status":"completed"},"tags":[]}},{"cell_type":"code","source":"\n","metadata":{"papermill":{"duration":147.201421,"end_time":"2023-07-11T04:11:31.304006","exception":false,"start_time":"2023-07-11T04:09:04.102585","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Predict valid images","metadata":{"papermill":{"duration":0.058091,"end_time":"2023-07-11T04:11:31.42581","exception":false,"start_time":"2023-07-11T04:11:31.367719","status":"completed"},"tags":[]}},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.070807,"end_time":"2023-07-11T04:11:31.553458","exception":false,"start_time":"2023-07-11T04:11:31.482651","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":5.678511,"end_time":"2023-07-11T04:11:37.295638","exception":false,"start_time":"2023-07-11T04:11:31.617127","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.068633,"end_time":"2023-07-11T04:11:37.422135","exception":false,"start_time":"2023-07-11T04:11:37.353502","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.066144,"end_time":"2023-07-11T04:11:37.545376","exception":false,"start_time":"2023-07-11T04:11:37.479232","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.075937,"end_time":"2023-07-11T04:11:37.684847","exception":false,"start_time":"2023-07-11T04:11:37.60891","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":3.719208,"end_time":"2023-07-11T04:11:41.462814","exception":false,"start_time":"2023-07-11T04:11:37.743606","status":"completed"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.088366,"end_time":"2023-07-11T04:11:41.641552","exception":false,"start_time":"2023-07-11T04:11:41.553186","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import os\n\n# Đường dẫn đến thư mục chứa ảnh\nimage_folder_path = 'train_images/'\n\n# Kiểm tra sự tồn tại của thư mục\nif os.path.exists(image_folder_path):\n    print(\"Directory exists.\")\n    # Lấy danh sách tất cả các tệp ảnh\n    image_files = os.listdir(image_folder_path)\n    print(\"Image files found:\", image_files[:5])  # Hiển thị một số tệp ảnh\nelse:\n    print(\"Directory does not exist.\")\n","metadata":{"execution":{"iopub.status.busy":"2024-08-21T12:29:40.773457Z","iopub.execute_input":"2024-08-21T12:29:40.773999Z","iopub.status.idle":"2024-08-21T12:29:40.782858Z","shell.execute_reply.started":"2024-08-21T12:29:40.773973Z","shell.execute_reply":"2024-08-21T12:29:40.782034Z"},"trusted":true},"execution_count":109,"outputs":[{"name":"stdout","text":"Directory does not exist.\n","output_type":"stream"}]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}