DetectionTeamUCAS / RRPN_Faster-RCNN_Tensorflow

A tensorflow re-implementation of RRPN: Arbitrary-Oriented Scene Text Detection via Rotation Proposals.
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Some questions!! #14

Closed tsing-cv closed 5 years ago

tsing-cv commented 5 years ago
  1. the performmence of rrpn_faster-rcnn and rrpn fpn? which obtains better result.
  2. defined function in .cu: overlaps_kernel and rotate_nms_kernel, can you give more annotations for them.
  3. how to allocate threshold, what is the principle
            threshold = {'roundabout': 0.1, 'tennis-court': 0.3, 'swimming-pool': 0.1, 'storage-tank': 0.2,
                         'soccer-ball-field': 0.3, 'small-vehicle': 0.2, 'ship': 0.05, 'plane': 0.3,
                         'large-vehicle': 0.1, 'helicopter': 0.2, 'harbor': 0.0001, 'ground-track-field': 0.3,
                         'bridge': 0.0001, 'basketball-court': 0.3, 'baseball-diamond': 0.3}
  4. if I dont want to use PRETRAINED model, I just what to train for zero. what should I do? @yangxue0827
yangxue0827 commented 5 years ago

1、rrpn fpn的的fpn部分有问题,所以不建议使用那个代码; 2、计算旋转iou的代码可以参考rrpn的文章,以及知乎的讨论 3、阈值是调参的,知识经验设置 4、不想用与训练权重的话,在train.py里吧加载模型的代码注释就行。

tsing-cv commented 5 years ago

@yangxue0827 非常感谢你。