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CD-Models

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change-detection
remote-sensing
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CD-Models
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models:
  bifa:
    script: train/train_bifa.py
    source_path: BiFA
    framework: pytorch
    pretrained_backbone: MixTransformer
  bit_cd:
    script: train/train_bit_cd.py
    source_path: BIT_CD
    framework: pytorch
    pretrained_backbone: ResNet-18
  cdmamba:
    script: train/train_cdmamba.py
    source_path: CDMamba
    framework: pytorch
    pretrained_backbone: Mamba
  change3d:
    script: train/train_change3d.py
    source_path: Change3D
    framework: pytorch
    pretrained_backbone: X3D-L
  changeformer:
    script: train/train_changeformer.py
    source_path: ChangeFormer
    framework: pytorch
    pretrained_backbone: MiT-b4
  ifnet:
    script: train/train_ifnet.py
    source_path: IFNet
    framework: pytorch
    pretrained_backbone: VGG-16
  rsm_cd:
    script: train/train_rsm_cd.py
    source_path: RSM-CD/change_detection_mamba
    framework: pytorch
    pretrained_backbone: VMamba
  schanger:
    script: train/train_schanger.py
    source_path: SChanger
    framework: pytorch
    pretrained_backbone: null
  siam_nestedunet:
    script: train/train_siam_nestedunet.py
    source_path: Siam-NestedUNet
    framework: pytorch
    pretrained_backbone: null
  stanet:
    script: train/train_stanet.py
    source_path: STANet
    framework: pytorch
    pretrained_backbone: ResNet-18
  fc_ef:
    script: train/train_fc_variants.py
    source_path: model_repos/fully_convolutional_change_detection
    framework: pytorch
    pretrained_backbone: null
  fc_siam_conc:
    script: train/train_fc_variants.py
    source_path: model_repos/fully_convolutional_change_detection
    framework: pytorch
    pretrained_backbone: null
  fc_siam_diff:
    script: train/train_fc_variants.py
    source_path: model_repos/fully_convolutional_change_detection
    framework: pytorch
    pretrained_backbone: null
  dsifn:
    script: train/train_dsifn.py
    source_path: IFNet
    framework: pytorch
    pretrained_backbone: VGG-16
  changemamba:
    script: train/train_changemamba.py
    source_path: model_repos/ChangeMamba
    framework: mmsegmentation
    pretrained_backbone: VMamba
  elgcnet:
    script: train/train_elgcnet.py
    source_path: model_repos/elgcnet
    framework: pytorch
    pretrained_backbone: ResNet-18
  changer:
    script: train/train_changer.py
    source_path: model_repos/open-cd
    framework: mmsegmentation
    pretrained_backbone: ResNet-18
  hanet:
    script: train/train_hanet.py
    source_path: model_repos/HANet-CD
    framework: pytorch
    pretrained_backbone: null
  cgnet:
    script: train/train_cgnet.py
    source_path: model_repos/CGNet-CD
    framework: pytorch
    pretrained_backbone: null
  dsamnet:
    script: train/train_dsamnet.py
    source_path: model_repos/DSAMNet
    framework: pytorch
    pretrained_backbone: ResNet
  tinycd:
    script: train/train_tinycd.py
    source_path: model_repos/Tiny_model_4_CD
    framework: pytorch
    pretrained_backbone: EfficientNet-B4