From 601144f48e68b2afdc3dd4b881f53bdb7cb39d6b Mon Sep 17 00:00:00 2001 From: aimspot Date: Tue, 9 Jan 2024 15:36:29 +0200 Subject: [PATCH] Fix split --- .../__pycache__/__init__.cpython-38.pyc | Bin 0 -> 167 bytes .../__pycache__/create_config.cpython-38.pyc | Bin 0 -> 3197 bytes .../__pycache__/prepare_ssd.cpython-38.pyc | Bin 0 -> 2848 bytes .../__pycache__/split_dataset.cpython-38.pyc | Bin 0 -> 3771 bytes ODRS/data_utils/split_dataset.py | 28 ++++++++++++----- ODRS/ml_utils/config/ml_config.yaml | 2 +- ODRS/ml_utils/ml_model_optimizer.py | 2 +- .../__pycache__/dataset_info.cpython-38.pyc | Bin 0 -> 3306 bytes ODRS/utils/__pycache__/ml_plot.cpython-38.pyc | Bin 0 -> 1117 bytes .../utils/__pycache__/ml_utils.cpython-38.pyc | Bin 0 -> 4442 bytes ODRS/utils/__pycache__/utils.cpython-38.pyc | Bin 0 -> 2613 bytes ODRS/utils/utils.py | 1 + classes.txt | 2 +- .../Classes_balance.png | Bin 0 -> 46834 bytes runs/2024-01-09_14-36-41_ml/class_counts.csv | 29 ++++++++++++++++++ runs/2024-01-09_14-36-41_ml/results.yaml | 13 ++++++++ .../Classes_balance.png | Bin 0 -> 16013 bytes runs/2024-01-09_15-07-33_ml/class_counts.csv | 29 ++++++++++++++++++ .../Classes_balance.png | Bin 0 -> 16013 bytes runs/2024-01-09_15-12-31_ml/class_counts.csv | 29 ++++++++++++++++++ .../Classes_balance.png | Bin 0 -> 16013 bytes runs/2024-01-09_15-14-10_ml/class_counts.csv | 29 ++++++++++++++++++ .../Classes_balance.png | Bin 0 -> 16013 bytes runs/2024-01-09_15-24-45_ml/class_counts.csv | 29 ++++++++++++++++++ .../Classes_balance.png | Bin 0 -> 46835 bytes runs/2024-01-09_15-25-25_ml/class_counts.csv | 29 ++++++++++++++++++ runs/2024-01-09_15-25-25_ml/results.yaml | 13 ++++++++ 27 files changed, 225 insertions(+), 10 deletions(-) create mode 100644 ODRS/data_utils/__pycache__/__init__.cpython-38.pyc create mode 100644 ODRS/data_utils/__pycache__/create_config.cpython-38.pyc create mode 100644 ODRS/data_utils/__pycache__/prepare_ssd.cpython-38.pyc create mode 100644 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a/ODRS/data_utils/split_dataset.py b/ODRS/data_utils/split_dataset.py index cc1977d..7761f0d 100755 --- a/ODRS/data_utils/split_dataset.py +++ b/ODRS/data_utils/split_dataset.py @@ -4,6 +4,21 @@ import sys from tqdm import tqdm from loguru import logger +from pathlib import Path + +def sorted_files(image_files, label_files): + new_label_files = list() + new_image_files = list() + for image_path in tqdm(image_files, desc="Sorting"): + image_stem = Path(image_path).stem + for label_path in label_files: + label_stem = Path(label_path).stem + if label_stem == image_stem: + new_image_files.append(image_path) + new_label_files.append(label_path) + break + return new_image_files, new_label_files + def split_data(datapath, split_train_value, split_valid_value): selected_folders = ['test', 'train', 'valid'] @@ -40,8 +55,7 @@ def split_data(datapath, split_train_value, split_valid_value): glob.glob(os.path.join(datapath, '*.png')) label_files = glob.glob(os.path.join(datapath, '*.txt')) - image_files.sort() - label_files.sort() + image_files, label_files = sorted_files(image_files, label_files) total_files = len(image_files) + len(label_files) @@ -55,17 +69,17 @@ def split_data(datapath, split_train_value, split_valid_value): logger.info(f'Total number of labels:{len(label_files)}') train_images = image_files[:train_split] - train_labels = label_files[:train_split] + train_labels = label_files[:len(train_images)] logger.info(f'Number train images:{len(train_images)}') logger.info(f'Number train labels:{len(train_labels)}') - val_images = image_files[train_split:train_split+val_split] - val_labels = label_files[train_split:train_split+val_split] + val_images = image_files[len(train_images):len(train_images)+val_split] + val_labels = label_files[len(train_images):len(train_images)+val_split] logger.info(f'Number valid images:{len(val_images)}') logger.info(f'Number valid labels:{len(val_labels)}') - test_images = image_files[train_split+val_split:] - test_labels = label_files[train_split+val_split:] + test_images = image_files[len(train_images)+len(val_images):] + test_labels = label_files[len(train_images)+len(val_images):] logger.info(f'Number test images:{len(test_images)}') logger.info(f'Number test labels:{len(test_labels)}') diff --git a/ODRS/ml_utils/config/ml_config.yaml b/ODRS/ml_utils/config/ml_config.yaml index d3f823c..318118f 100755 --- a/ODRS/ml_utils/config/ml_config.yaml +++ b/ODRS/ml_utils/config/ml_config.yaml @@ -1,5 +1,5 @@ GPU: true accuracy: 10 classes_path: classes.txt -dataset_path: vending_machine_24_11 +dataset_path: /media/space/ssd_1_tb_evo_sumsung/exp-train/datasets/Monitoring_photo speed: 1 diff --git a/ODRS/ml_utils/ml_model_optimizer.py b/ODRS/ml_utils/ml_model_optimizer.py index be148bd..2b3117b 100755 --- a/ODRS/ml_utils/ml_model_optimizer.py +++ b/ODRS/ml_utils/ml_model_optimizer.py @@ -35,7 +35,7 @@ def predict(mode, classes_path, dataset_path, speed, accuracy): dataset_path_new = getDataPath(ROOT, 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