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[Configs] Totaltext cfgs for DB and FCE #1633

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merged 6 commits into from
Dec 28, 2022
Merged

[Configs] Totaltext cfgs for DB and FCE #1633

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6547bac
fcenet configs
gaotongxiao Dec 16, 2022
c35b8c9
dbnet config
gaotongxiao Dec 16, 2022
b4ca450
update fcenet config
gaotongxiao Dec 19, 2022
f57d9f3
update dbnet config
gaotongxiao Dec 19, 2022
0a98cd2
Merge branch 'dev-1.x' into totaltext-cfgs
gaotongxiao Dec 20, 2022
119d2eb
Add readme and metafile
gaotongxiao Dec 20, 2022
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fcenet configs
  • Loading branch information
@gaotongxiao
gaotongxiao committed Dec 19, 2022
commit 6547bacfdaf1135eb4787f335a9b1e26a9187b3c
10 changes: 10 additions & 0 deletions configs/textdet/fcenet/_base_fcenet_resnet50_fpn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,8 @@
with_bbox=True,
with_label=True,
),
dict(type='FixInvalidPolygon', min_poly_points=4),
dict(type='RemoveIgnored'),
dict(
type='RandomResize',
scale=(800, 800),
Expand All @@ -61,10 +63,15 @@
crop_ratio=0.5,
iter_num=1,
min_area_ratio=0.2),
dict(
type='FixInvalidPolygon',
min_poly_points=4,
prompt='TextDetRandomCropFlipe'),
dict(
type='RandomApply',
transforms=[dict(type='RandomCrop', min_side_ratio=0.3)],
prob=0.8),
dict(type='FixInvalidPolygon', min_poly_points=4, prompt='RandomCrop'),
dict(
type='RandomApply',
transforms=[
Expand All @@ -75,6 +82,7 @@
use_canvas=True)
],
prob=0.5),
dict(type='FixInvalidPolygon', min_poly_points=4, prompt='RandomRotate'),
dict(
type='RandomChoice',
transforms=[[
Expand All @@ -83,7 +91,9 @@
],
dict(type='Resize', scale=800, keep_ratio=False)],
prob=[0.6, 0.4]),
dict(type='FixInvalidPolygon', min_poly_points=4, prompt='RandomChoice'),
dict(type='RandomFlip', prob=0.5, direction='horizontal'),
dict(type='FixInvalidPolygon', min_poly_points=4, prompt='RandomFlip'),
dict(
type='TorchVisionWrapper',
op='ColorJitter',
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37 changes: 37 additions & 0 deletions configs/textdet/fcenet/fcenet_resnet50_fpn_1500e_totaltext.py
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@@ -0,0 +1,37 @@
_base_ = [
'_base_fcenet_resnet50_fpn.py',
'../_base_/datasets/totaltext.py',
'../_base_/default_runtime.py',
'../_base_/schedules/schedule_sgd_base.py',
]

optim_wrapper = dict(optimizer=dict(lr=1e-3, weight_decay=5e-4))
train_cfg = dict(max_epochs=1500)
# learning policy
param_scheduler = [
dict(type='PolyLR', power=0.9, eta_min=1e-7, end=1500),
]

# dataset settings
totaltext_textdet_train = _base_.totaltext_textdet_train
totaltext_textdet_test = _base_.totaltext_textdet_test
totaltext_textdet_train.pipeline = _base_.train_pipeline
totaltext_textdet_test.pipeline = _base_.test_pipeline

train_dataloader = dict(
batch_size=2,
num_workers=2,
persistent_workers=False,
sampler=dict(type='DefaultSampler', shuffle=False),
dataset=totaltext_textdet_train)

val_dataloader = dict(
batch_size=1,
num_workers=1,
persistent_workers=True,
sampler=dict(type='DefaultSampler', shuffle=False),
dataset=totaltext_textdet_test)

test_dataloader = val_dataloader

auto_scale_lr = dict(base_batch_size=8)