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rnet时生成的rnet_epoch_1.pt-rnet_epoch_10.pt人脸一个也检测不到 #3
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不明白你讲的是什么,先生成pnet的训练数据,训练pnet,用训练好的pnet模型去生成rnet的训练数据... |
你好问题是这样的,我用自己训练好的pnet_epoch_6.pt和rnet_epoch_10.pt,和你之前训练好的onet_epoch.pt进行检测的时候,一张人脸也检测不到,但当我把rnet_epoch_10.pt更换成你之前训练好的rnet_epoch.pt时就可以检测到人脸。 |
I meet the same question, the r net seems non-convergence |
同问,请问您解决这个问题了吗? |
As for me, the saved model except the last one are all worked, namely rnet_epoch_9.pt is all right. |
请问您的anno_train_test.txt是怎么来的,我怀疑是数据处理阶段的问题,因为其他代码我都没有动过,谢谢 |
Does anno_train_test.txt mean the anno file of origin image set? it is image path and ground truth box in every line. |
Yes, but when I uesd the whole train data , which is the same as anno_train.txt, the result of RNET can not detect correctly. And then , I chose 5800 pics from anno_train.txt for training Rnet and Onet . It works . So I guess maybe there should be some data-preprocess methods for the whole train data, to remove some blurred, special pictures. |
我碰到另一个问题,整个模型对小人脸的检测效果还可以,但是对大人脸非常差,你碰到了吗 |
for the Rnet to make it conver, try to change the parameter such as lr and batch size. |
你好,问下按照你的步骤在wider 数据集上进行训练,在选用pnet_epoch_10.pt 去训练rnet时生成的rnet_epoch_1.pt-rnet_epoch_10.pt人脸一个也检测不到。
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