Spaces:
Runtime error
Runtime error
img_norm_cfg = dict( | |
mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) | |
train_pipeline = [ | |
dict(type='LoadImageFromFile', color_type='color_ignore_orientation'), | |
dict( | |
type='LoadTextAnnotations', | |
with_bbox=True, | |
with_mask=True, | |
poly2mask=False), | |
dict(type='ColorJitter', brightness=32.0 / 255, saturation=0.5), | |
dict(type='Normalize', **img_norm_cfg), | |
dict(type='RandomScaling', size=800, scale=(0.75, 2.5)), | |
dict( | |
type='RandomCropFlip', crop_ratio=0.5, iter_num=1, min_area_ratio=0.2), | |
dict( | |
type='RandomCropPolyInstances', | |
instance_key='gt_masks', | |
crop_ratio=0.8, | |
min_side_ratio=0.3), | |
dict( | |
type='RandomRotatePolyInstances', | |
rotate_ratio=0.5, | |
max_angle=60, | |
pad_with_fixed_color=False), | |
dict(type='SquareResizePad', target_size=800, pad_ratio=0.6), | |
dict(type='RandomFlip', flip_ratio=0.5, direction='horizontal'), | |
dict(type='DRRGTargets'), | |
dict(type='Pad', size_divisor=32), | |
dict( | |
type='CustomFormatBundle', | |
keys=[ | |
'gt_text_mask', 'gt_center_region_mask', 'gt_mask', | |
'gt_top_height_map', 'gt_bot_height_map', 'gt_sin_map', | |
'gt_cos_map', 'gt_comp_attribs' | |
], | |
visualize=dict(flag=False, boundary_key='gt_text_mask')), | |
dict( | |
type='Collect', | |
keys=[ | |
'img', 'gt_text_mask', 'gt_center_region_mask', 'gt_mask', | |
'gt_top_height_map', 'gt_bot_height_map', 'gt_sin_map', | |
'gt_cos_map', 'gt_comp_attribs' | |
]) | |
] | |
test_pipeline = [ | |
dict(type='LoadImageFromFile', color_type='color_ignore_orientation'), | |
dict( | |
type='MultiScaleFlipAug', | |
img_scale=(1024, 640), | |
flip=False, | |
transforms=[ | |
dict(type='Resize', img_scale=(1024, 640), keep_ratio=True), | |
dict(type='Normalize', **img_norm_cfg), | |
dict(type='Pad', size_divisor=32), | |
dict(type='ImageToTensor', keys=['img']), | |
dict(type='Collect', keys=['img']), | |
]) | |
] | |