val_dataset = ACDCDataset(image_dir='ACDCDataset/images/val/', annotation_file='ACDCDataset/annotations/instances_val.json', transform=transform) train_loader = DataLoader(train_dataset, batch_size=4, shuffle=True, num_workers=4) val_loader = DataLoader(val_dataset, batch_size=4, shuffle=False...
其中,/path/to/acdc/dataset 是ACDC 数据集的路径,/path/to/output/folder 是输出文件夹的路径。 训练模型:在准备好 ACDC 数据集后,可以使用 TransUNet 进行训练。可以使用以下命令启动训练过程: python train.py --exp_name exp_acdc --data_path /path/to/output/folder --dataset acdc --batch_size 16 ...
dataset.zip (2158.96M) 下载 File Name Size Update Time database/MANDATORY_CITATION.md 361 2023-11-24 06:22:22 database/testing/MANDATORY_CITATION.md 361 2023-11-24 06:22:22 database/testing/patient101/Info.cfg 63 2023-11-24 06:22:22 database/testing/patient101/MANDATORY_CITATION.md 361...
We conducted plenty of experiments on the Automated Cardiac Diagnosis Challenge (ACDC) dataset to evaluate our approach. Our method achieves an average Dice Similarity Coefficient (DSC) of 87.2% and Hausdorff distance ( H D 95 ) of 6.1 mm on 10% labeled data, which is s...
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To address this, we introduce ACDC, the Adverse Conditions Dataset with Correspondences for training and testing semantic segmentation methods on adverse visual conditions. ACDC consists of a large set of 4006 images which are equally distributed between four common adverse conditions: fog, nighttime, ...
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ACDC/train_slices.list -1 2020-10-09 11:11:37 ACDC/test.list -1 2020-08-15 19:15:15 ACDC/data/patient001_frame01.h5 -1 2020-08-15 19:43:41 ACDC/data/patient001_frame02.h5 -1 2020-08-15 19:43:41 ACDC/data/patient002_frame01.h5 -1 2020-08-15 19:43:41 ACDC/data/patient...
Experiments were performed on the ACDC 2017 challenge training dataset... Baumgartner, Christian F,Koch, Lisa M,M Pollefeys,... - Springer, Cham 被引量: 28发表: 2017年 An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation We investigate the suitability of ...
Sup_main.py Sup_network.py dataset.py decoder.py encoder.py evaluation.py losses.py models.py module_modifier.py rampers.py .gitattributes README.md Breadcrumbs MERU /ACDC2017 /MERU / rampers.py Latest commit Cannot retrieve latest commit at this time. HistoryHistory File metadata and contro...