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I have data set containing around 400 images and I am trying to train the CTPN model to detect text in them. While training, my model loss is increasing suddenly and then decreasing.
What might be…
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您好,最近准备复线一下您的代码,关于CTPNpredict方面,我进行训练之后,得到大概66M的参数模型,然后利用您的预测代码,在我将您的GRU替换为CuDNNLSTM之后,系统提升我显存不够,需要6.2G,我是1060ti,6G,所以显存不够,这个是正常现象么?
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How can I get coordinates of 4 points from ctpn?
Per bounding box of the detected text has only 2 points right now.
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对代码做了一些改动,发现原始代码 loss 很难下降,是计算 loss 时维度出了问题,二者不一样,导致第二轮就很难收敛;我也稍做了一些改动,但到 0.0278_0.0990_0.1268 就下不去了。
想问下,你真调到了 0.07 以下吗?
ctpn_ep01_0.0411_0.1523_0.1934.pth
ctpn_ep02_0.0309_0.1167_0.1477.pth
ctpn…
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您好,我想重新训练一下ctpn,下载了您提供的VOC2007数据集之后,split_label.py中的path = '/media/D/code/OCR/text-detection-ctpn/data/mlt_english+chinese/image'和gt_path = '/media/D/code/OCR/text-detection-ctpn/data/mlt_english+chin…
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Why don't you use validset and early stopping?I think CTPN model may be overfiting.
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## Reference
- [paper - 2016 - Detecting Text in Natural Image with Connectionist Text Proposal Network](https://arxiv.org/pdf/1609.03605)
- [场景文字检测—CTPN原理与实现](https://zhuanlan.zhihu.com/p/34757009)…
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Using TensorFlow backend.
Traceback (most recent call last):
File "C:\Users\WuDongLin\Desktop\图片对比\OCR_DeepLearning\demo.py", line 8, in
import model
File "C:\Users\WuDongLin\Desktop\图片对比…