CD-Models / configs /models /registry.yaml
Dineth Perera
Publish tested dataset winners and benchmark rankings
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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