{"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":"none","dataSources":[{"sourceId":45867,"databundleVersionId":6924515,"sourceType":"competition"}],"dockerImageVersionId":30615,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"from PIL import Image\nfrom tqdm import tqdm\nimport os\nfrom torchvision.transforms import v2\nimport glob\nImage.MAX_IMAGE_PIXELS = None","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2023-12-10T12:52:00.734397Z","iopub.execute_input":"2023-12-10T12:52:00.735022Z","iopub.status.idle":"2023-12-10T12:52:00.742774Z","shell.execute_reply.started":"2023-12-10T12:52:00.734974Z","shell.execute_reply":"2023-12-10T12:52:00.741319Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"save_dir = 'crop_images'\nos.makedirs(save_dir, exist_ok=True)\nfor file_name in tqdm(os.listdir('/kaggle/input/UBC-OCEAN/train_images/')):\n    if 'png' in file_name:\n        pth = os.path.join('/kaggle/input/UBC-OCEAN/train_images/', file_name)\n        img = Image.open(pth)\n        img_ = v2.CenterCrop((2160, 2160))(img)\n        img_.save(os.path.join(save_dir, file_name))","metadata":{"execution":{"iopub.status.busy":"2023-12-10T12:54:19.055171Z","iopub.execute_input":"2023-12-10T12:54:19.055787Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"execution":{"iopub.status.busy":"2023-12-10T12:26:06.661238Z","iopub.execute_input":"2023-12-10T12:26:06.661601Z","iopub.status.idle":"2023-12-10T12:26:06.686119Z","shell.execute_reply.started":"2023-12-10T12:26:06.661567Z","shell.execute_reply":"2023-12-10T12:26:06.685005Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# img_ = v2.CenterCrop((2160, 2160))(img)","metadata":{"execution":{"iopub.status.busy":"2023-12-10T12:43:57.741634Z","iopub.execute_input":"2023-12-10T12:43:57.743186Z","iopub.status.idle":"2023-12-10T12:43:57.755293Z","shell.execute_reply.started":"2023-12-10T12:43:57.743142Z","shell.execute_reply":"2023-12-10T12:43:57.753938Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# img_.save('10077.png')","metadata":{"execution":{"iopub.status.busy":"2023-12-10T12:44:04.205844Z","iopub.execute_input":"2023-12-10T12:44:04.20635Z","iopub.status.idle":"2023-12-10T12:44:05.502451Z","shell.execute_reply.started":"2023-12-10T12:44:04.206307Z","shell.execute_reply":"2023-12-10T12:44:05.501259Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# !rm 10077.png","metadata":{"execution":{"iopub.status.busy":"2023-12-10T12:44:00.047368Z","iopub.execute_input":"2023-12-10T12:44:00.047819Z","iopub.status.idle":"2023-12-10T12:44:01.349939Z","shell.execute_reply.started":"2023-12-10T12:44:00.047784Z","shell.execute_reply":"2023-12-10T12:44:01.348303Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# img.save('10077.png')","metadata":{"execution":{"iopub.status.busy":"2023-12-10T12:29:05.694711Z","iopub.execute_input":"2023-12-10T12:29:05.695221Z","iopub.status.idle":"2023-12-10T12:37:05.443784Z","shell.execute_reply.started":"2023-12-10T12:29:05.695174Z","shell.execute_reply":"2023-12-10T12:37:05.441603Z"},"trusted":true},"execution_count":null,"outputs":[]}]}