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- # Basic configurations of AirChange dataset
- datasets:
- train: !Node
- type: CDDataset
- args:
- data_dir: ./test_tipc/data/airchange/
- file_list: ./test_tipc/data/airchange/train.txt
- label_list: null
- num_workers: 0
- shuffle: True
- with_seg_labels: False
- binarize_labels: True
- eval: !Node
- type: CDDataset
- args:
- data_dir: ./test_tipc/data/airchange/
- file_list: ./test_tipc/data/airchange/eval.txt
- label_list: null
- num_workers: 0
- shuffle: False
- with_seg_labels: False
- binarize_labels: True
- transforms:
- train:
- - !Node
- type: DecodeImg
- - !Node
- type: RandomCrop
- args:
- crop_size: 256
- aspect_ratio: [0.5, 2.0]
- scaling: [0.2, 1.0]
- - !Node
- type: RandomHorizontalFlip
- args:
- prob: 0.5
- - !Node
- type: Normalize
- args:
- mean: [0.5, 0.5, 0.5]
- std: [0.5, 0.5, 0.5]
- - !Node
- type: ArrangeChangeDetector
- args: ['train']
- eval:
- - !Node
- type: DecodeImg
- - !Node
- type: Normalize
- args:
- mean: [0.5, 0.5, 0.5]
- std: [0.5, 0.5, 0.5]
- - !Node
- type: ArrangeChangeDetector
- args: ['eval']
- download_on: False
- download_url: https://paddlers.bj.bcebos.com/datasets/airchange.zip
- download_path: ./test_tipc/data/
- num_epochs: 5
- train_batch_size: 4
- save_interval_epochs: 5
- log_interval_steps: 50
- save_dir: ./test_tipc/output/cd/
- learning_rate: 0.01
- early_stop: False
- early_stop_patience: 5
- use_vdl: False
- resume_checkpoint: ''
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