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# Copyright (c) OpenMMLab. All rights reserved.
from mmocr.models.builder import DETECTORS
from .single_stage_text_detector import SingleStageTextDetector
from .text_detector_mixin import TextDetectorMixin
@DETECTORS.register_module()
class FCENet(TextDetectorMixin, SingleStageTextDetector):
"""The class for implementing FCENet text detector
FCENet(CVPR2021): Fourier Contour Embedding for Arbitrary-shaped Text
Detection
[https://arxiv.org/abs/2104.10442]
"""
def __init__(self,
backbone,
neck,
bbox_head,
train_cfg=None,
test_cfg=None,
pretrained=None,
show_score=False,
init_cfg=None):
SingleStageTextDetector.__init__(self, backbone, neck, bbox_head,
train_cfg, test_cfg, pretrained,
init_cfg)
TextDetectorMixin.__init__(self, show_score)
def simple_test(self, img, img_metas, rescale=False):
x = self.extract_feat(img)
outs = self.bbox_head(x)
boundaries = self.bbox_head.get_boundary(outs, img_metas, rescale)
return [boundaries]
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