2022-08-22 14:44:46 +08:00
|
|
|
_base_ = [
|
|
|
|
|
'../../_base_/recog_datasets/mjsynth.py',
|
|
|
|
|
'../../_base_/recog_datasets/synthtext.py',
|
|
|
|
|
'../../_base_/recog_datasets/cute80.py',
|
|
|
|
|
'../../_base_/recog_datasets/iiit5k.py',
|
|
|
|
|
'../../_base_/recog_datasets/svt.py',
|
|
|
|
|
'../../_base_/recog_datasets/svtp.py',
|
|
|
|
|
'../../_base_/recog_datasets/icdar2013.py',
|
|
|
|
|
'../../_base_/recog_datasets/icdar2015.py',
|
|
|
|
|
'../../_base_/textrec_default_runtime.py',
|
|
|
|
|
'../../_base_/schedules/schedule_adam_step_6e.py',
|
|
|
|
|
'_base_nrtr_resnet31.py',
|
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
# optimizer settings
|
|
|
|
|
optim_wrapper = dict(type='OptimWrapper', optimizer=dict(type='Adam', lr=3e-4))
|
|
|
|
|
|
|
|
|
|
# dataset settings
|
|
|
|
|
train_list = [_base_.mj_rec_train, _base_.st_rec_train]
|
|
|
|
|
test_list = [
|
|
|
|
|
_base_.cute80_rec_test, _base_.iiit5k_rec_test, _base_.svt_rec_test,
|
|
|
|
|
_base_.svtp_rec_test, _base_.ic13_rec_test, _base_.ic15_rec_test
|
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
train_dataset = dict(
|
|
|
|
|
type='ConcatDataset', datasets=train_list, pipeline=_base_.train_pipeline)
|
|
|
|
|
test_dataset = dict(
|
|
|
|
|
type='ConcatDataset', datasets=test_list, pipeline=_base_.test_pipeline)
|
|
|
|
|
|
|
|
|
|
train_dataloader = dict(
|
|
|
|
|
batch_size=384,
|
|
|
|
|
num_workers=24,
|
|
|
|
|
persistent_workers=True,
|
|
|
|
|
sampler=dict(type='DefaultSampler', shuffle=True),
|
|
|
|
|
dataset=train_dataset)
|
|
|
|
|
|
|
|
|
|
test_dataloader = dict(
|
|
|
|
|
batch_size=1,
|
|
|
|
|
num_workers=4,
|
|
|
|
|
persistent_workers=True,
|
|
|
|
|
drop_last=False,
|
|
|
|
|
sampler=dict(type='DefaultSampler', shuffle=False),
|
|
|
|
|
dataset=test_dataset)
|
|
|
|
|
|
|
|
|
|
val_dataloader = test_dataloader
|
2022-08-22 16:42:56 +08:00
|
|
|
|
|
|
|
|
val_evaluator = dict(
|
|
|
|
|
dataset_prefixes=['CUTE80', 'IIIT5K', 'SVT', 'SVTP', 'IC13', 'IC15'])
|
|
|
|
|
test_evaluator = val_evaluator
|
