| __all__ = ['build_encoder'] |
|
|
| from importlib import import_module |
|
|
| name_to_module = { |
| 'MobileNetV1Enhance': '.rec_mv1_enhance', |
| 'ResNet31': '.rec_resnet_31', |
| 'MobileNetV3': '.rec_mobilenet_v3', |
| 'PPLCNetV3': '.rec_lcnetv3', |
| 'PPHGNet_small': '.rec_hgnet', |
| 'ResNet': '.rec_resnet_vd', |
| 'MTB': '.rec_nrtr_mtb', |
| 'SVTRNet': '.svtrnet', |
| 'ResNet45': '.rec_resnet_45', |
| 'ViT': '.vit', |
| 'SVTRNet2DPos': '.svtrnet2dpos', |
| 'SVTRv2': '.svtrv2', |
| 'FocalSVTR': '.focalsvtr', |
| 'ResNet_FPN': '.rec_resnet_fpn', |
| 'ResNet_ASTER': '.resnet31_rnn', |
| 'SVTRv2LNConv': '.svtrv2_lnconv', |
| 'SVTRv2LNConvTwo33': '.svtrv2_lnconv_two33', |
| 'CAMEncoder': '.cam_encoder', |
| 'ConvNeXtV2': '.convnextv2', |
| 'AutoSTREncoder': '.autostr_encoder', |
| 'NRTREncoder': '.nrtr_encoder', |
| 'RepSVTREncoder': '.repvit', |
| } |
|
|
|
|
| def build_encoder(config): |
|
|
| module_name = config.pop('name') |
| assert module_name in name_to_module, Exception( |
| f'Encoder only supports: {list(name_to_module.keys())}') |
|
|
| module_path = name_to_module[module_name] |
| mod = import_module(module_path, package=__package__) |
| module_class = getattr(mod, module_name)(**config) |
|
|
| return module_class |
|
|
