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label_convertor = dict(
type='SegConvertor', dict_type='DICT36', with_unknown=True, lower=True)
model = dict(
type='SegRecognizer',
backbone=dict(
type='ResNet31OCR',
layers=[1, 2, 5, 3],
channels=[32, 64, 128, 256, 512, 512],
out_indices=[0, 1, 2, 3],
stage4_pool_cfg=dict(kernel_size=2, stride=2),
last_stage_pool=True),
neck=dict(
type='FPNOCR', in_channels=[128, 256, 512, 512], out_channels=256),
head=dict(
type='SegHead',
in_channels=256,
upsample_param=dict(scale_factor=2.0, mode='nearest')),
loss=dict(
type='SegLoss', seg_downsample_ratio=1.0, seg_with_loss_weight=True),
label_convertor=label_convertor)