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预测时出现错误 #21

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BRWZ opened this issue Sep 22, 2020 · 6 comments
Open

预测时出现错误 #21

BRWZ opened this issue Sep 22, 2020 · 6 comments

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@BRWZ
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BRWZ commented Sep 22, 2020

RuntimeError: Error(s) in loading state_dict for CE_Net_:
Missing key(s) in state_dict:

"firstconv.weight", "firstbn.weight", "firstbn.bias", "firstbn.running_mean", "firstbn.running_var", "encoder1.0.conv1.weight", "encoder1.0.bn1.weight", "encoder1.0.bn1.bias", "encoder1.0.bn1.running_mean", "encoder1.0.bn1.running_var", "encoder1.0.conv2.weight", "encoder1.0.bn2.weight", "encoder1.0.bn2.bias", "encoder1.0.bn2.running_mean", "encoder1.0.bn2.running_var", "encoder1.1.conv1.weight", "encoder1.1.bn1.weight", "encoder1.1.bn1.bias", "encoder1.1.bn1.running_mean", "encoder1.1.bn1.running_var", "encoder1.1.conv2.weight", "encoder1.1.bn2.weight", "encoder1.1.bn2.bias", "encoder1.1.bn2.running_mean", "encoder1.1.bn2.running_var", "encoder1.2.conv1.weight", "encoder1.2.bn1.weight", "encoder1.2.bn1.bias", "encoder1.2.bn1.running_mean", "encoder1.2.bn1.running_var", "encoder1.2.conv2.weight", "encoder1.2.bn2.weight", "encoder1.2.bn2.bias", "encoder1.2.bn2.running_mean", "encoder1.2.bn2.running_var", "encoder2.0.conv1.weight", "encoder2.0.bn1.weight", "encoder2.0.bn1.bias", "encoder2.0.bn1.running_mean", "encoder2.0.bn1.running_var", "encoder2.0.conv2.weight", "encoder2.0.bn2.weight", "encoder2.0.bn2.bias", "encoder2.0.bn2.running_mean", "encoder2.0.bn2.running_var", "encoder2.0.downsample.0.weight", "encoder2.0.downsample.1.weight", "encoder2.0.downsample.1.bias", "encoder2.0.downsample.1.running_mean", "encoder2.0.downsample.1.running_var", "encoder2.1.conv1.weight", "encoder2.1.bn1.weight", "encoder2.1.bn1.bias", "encoder2.1.bn1.running_mean", "encoder2.1.bn1.running_var", "encoder2.1.conv2.weight", "encoder2.1.bn2.weight", "encoder2.1.bn2.bias", "encoder2.1.bn2.running_mean", "encoder2.1.bn2.running_var", "encoder2.2.conv1.weight", "encoder2.2.bn1.weight", "encoder2.2.bn1.bias", "encoder2.2.bn1.running_mean", "encoder2.2.bn1.running_var", "encoder2.2.conv2.weight", "encoder2.2.bn2.weight", "encoder2.2.bn2.bias", "encoder2.2.bn2.running_mean", "encoder2.2.bn2.running_var", "encoder2.3.conv1.weight", "encoder2.3.bn1.weight", "encoder2.3.bn1.bias", "encoder2.3.bn1.running_mean", "encoder2.3.bn1.running_var", "encoder2.3.conv2.weight", "encoder2.3.bn2.weight", "encoder2.3.bn2.bias", "encoder2.3.bn2.running_mean", "encoder2.3.bn2.running_var", "encoder3.0.conv1.weight", "encoder3.0.bn1.weight", "encoder3.0.bn1.bias", "encoder3.0.bn1.running_mean", "encoder3.0.bn1.running_var", "encoder3.0.conv2.weight", "encoder3.0.bn2.weight", "encoder3.0.bn2.bias", "encoder3.0.bn2.running_mean", "encoder3.0.bn2.running_var", "encoder3.0.downsample.0.weight", "encoder3.0.downsample.1.weight", "encoder3.0.downsample.1.bias", "encoder3.0.downsample.1.running_mean", "encoder3.0.downsample.1.running_var", "encoder3.1.conv1.weight", "encoder3.1.bn1.weight", "encoder3.1.bn1.bias", "encoder3.1.bn1.running_mean", "encoder3.1.bn1.running_var", "encoder3.1.conv2.weight", "encoder3.1.bn2.weight", "encoder3.1.bn2.bias", "encoder3.1.bn2.running_mean", "encoder3.1.bn2.running_var", "encoder3.2.conv1.weight", "encoder3.2.bn1.weight", "encoder3.2.bn1.bias", "encoder3.2.bn1.running_mean", "encoder3.2.bn1.running_var", "encoder3.2.conv2.weight", "encoder3.2.bn2.weight", "encoder3.2.bn2.bias", "encoder3.2.bn2.running_mean", "encoder3.2.bn2.running_var", "encoder3.3.conv1.weight", "encoder3.3.bn1.weight", "encoder3.3.bn1.bias", "encoder3.3.bn1.running_mean", "encoder3.3.bn1.running_var", "encoder3.3.conv2.weight", "encoder3.3.bn2.weight", "encoder3.3.bn2.bias", "encoder3.3.bn2.running_mean", "encoder3.3.bn2.running_var", "encoder3.4.conv1.weight", "encoder3.4.bn1.weight", "encoder3.4.bn1.bias", "encoder3.4.bn1.running_mean", "encoder3.4.bn1.running_var", "encoder3.4.conv2.weight", "encoder3.4.bn2.weight", "encoder3.4.bn2.bias", "encoder3.4.bn2.running_mean", "encoder3.4.bn2.running_var", "encoder3.5.conv1.weight", "encoder3.5.bn1.weight", "encoder3.5.bn1.bias", "encoder3.5.bn1.running_mean", "encoder3.5.bn1.running_var", "encoder3.5.conv2.weight", "encoder3.5.bn2.weight", "encoder3.5.bn2.bias", "encoder3.5.bn2.running_mean", "encoder3.5.bn2.running_var", "encoder4.0.conv1.weight", "encoder4.0.bn1.weight", "encoder4.0.bn1.bias", "encoder4.0.bn1.running_mean", "encoder4.0.bn1.running_var", "encoder4.0.conv2.weight", "encoder4.0.bn2.weight", "encoder4.0.bn2.bias", "encoder4.0.bn2.running_mean", "encoder4.0.bn2.running_var", "encoder4.0.downsample.0.weight", "encoder4.0.downsample.1.weight", "encoder4.0.downsample.1.bias", "encoder4.0.downsample.1.running_mean", "encoder4.0.downsample.1.running_var", "encoder4.1.conv1.weight", "encoder4.1.bn1.weight", "encoder4.1.bn1.bias", "encoder4.1.bn1.running_mean", "encoder4.1.bn1.running_var", "encoder4.1.conv2.weight", "encoder4.1.bn2.weight", "encoder4.1.bn2.bias", "encoder4.1.bn2.running_mean", "encoder4.1.bn2.running_var", "encoder4.2.conv1.weight", "encoder4.2.bn1.weight", "encoder4.2.bn1.bias", "encoder4.2.bn1.running_mean", "encoder4.2.bn1.running_var", "encoder4.2.conv2.weight", "encoder4.2.bn2.weight", "encoder4.2.bn2.bias", "encoder4.2.bn2.running_mean", "encoder4.2.bn2.running_var", "dblock.dilate1.weight", "dblock.dilate1.bias", "dblock.dilate2.weight", "dblock.dilate2.bias", "dblock.dilate3.weight", "dblock.dilate3.bias", "dblock.conv1x1.weight", "dblock.conv1x1.bias", "spp.conv.weight", "spp.conv.bias", "decoder4.conv1.weight", "decoder4.conv1.bias", "decoder4.norm1.weight", "decoder4.norm1.bias", "decoder4.norm1.running_mean", "decoder4.norm1.running_var", "decoder4.deconv2.weight", "decoder4.deconv2.bias", "decoder4.norm2.weight", "decoder4.norm2.bias", "decoder4.norm2.running_mean", "decoder4.norm2.running_var", "decoder4.conv3.weight", "decoder4.conv3.bias", "decoder4.norm3.weight", "decoder4.norm3.bias", "decoder4.norm3.running_mean", "decoder4.norm3.running_var", "decoder3.conv1.weight", "decoder3.conv1.bias", "decoder3.norm1.weight", "decoder3.norm1.bias", "decoder3.norm1.running_mean", "decoder3.norm1.running_var", "decoder3.deconv2.weight", "decoder3.deconv2.bias", "decoder3.norm2.weight", "decoder3.norm2.bias", "decoder3.norm2.running_mean", "decoder3.norm2.running_var", "decoder3.conv3.weight", "decoder3.conv3.bias", "decoder3.norm3.weight", "decoder3.norm3.bias", "decoder3.norm3.running_mean", "decoder3.norm3.running_var", "decoder2.conv1.weight", "decoder2.conv1.bias", "decoder2.norm1.weight", "decoder2.norm1.bias", "decoder2.norm1.running_mean", "decoder2.norm1.running_var", "decoder2.deconv2.weight", "decoder2.deconv2.bias", "decoder2.norm2.weight", "decoder2.norm2.bias", "decoder2.norm2.running_mean", "decoder2.norm2.running_var", "decoder2.conv3.weight", "decoder2.conv3.bias", "decoder2.norm3.weight", "decoder2.norm3.bias", "decoder2.norm3.running_mean", "decoder2.norm3.running_var", "decoder1.conv1.weight", "decoder1.conv1.bias", "decoder1.norm1.weight", "decoder1.norm1.bias", "decoder1.norm1.running_mean", "decoder1.norm1.running_var", "decoder1.deconv2.weight", "decoder1.deconv2.bias", "decoder1.norm2.weight", "decoder1.norm2.bias", "decoder1.norm2.running_mean", "decoder1.norm2.running_var", "decoder1.conv3.weight", "decoder1.conv3.bias", "decoder1.norm3.weight", "decoder1.norm3.bias", "decoder1.norm3.running_mean", "decoder1.norm3.running_var", "finaldeconv1.weight", "finaldeconv1.bias", "finalconv2.weight", "finalconv2.bias", "finalconv3.weight", "finalconv3.bias".
Unexpected key(s) in state_dict: "module.firstconv.weight", "module.firstbn.weight", "module.firstbn.bias", "module.firstbn.running_mean", "module.firstbn.running_var", "module.firstbn.num_batches_tracked", "module.encoder1.0.conv1.weight", "module.encoder1.0.bn1.weight", "module.encoder1.0.bn1.bias", "module.encoder1.0.bn1.running_mean", "module.encoder1.0.bn1.running_var", "module.encoder1.0.bn1.num_batches_tracked", "module.encoder1.0.conv2.weight", "module.encoder1.0.bn2.weight", "module.encoder1.0.bn2.bias", "module.encoder1.0.bn2.running_mean", "module.encoder1.0.bn2.running_var", "module.encoder1.0.bn2.num_batches_tracked", "module.encoder1.1.conv1.weight", "module.encoder1.1.bn1.weight", "module.encoder1.1.bn1.bias", "module.encoder1.1.bn1.running_mean", "module.encoder1.1.bn1.running_var", "module.encoder1.1.bn1.num_batches_tracked", "module.encoder1.1.conv2.weight", "module.encoder1.1.bn2.weight", "module.encoder1.1.bn2.bias", "module.encoder1.1.bn2.running_mean", "module.encoder1.1.bn2.running_var", "module.encoder1.1.bn2.num_batches_tracked", "module.encoder1.2.conv1.weight", "module.encoder1.2.bn1.weight", "module.encoder1.2.bn1.bias", "module.encoder1.2.bn1.running_mean", "module.encoder1.2.bn1.running_var", "module.encoder1.2.bn1.num_batches_tracked", "module.encoder1.2.conv2.weight", "module.encoder1.2.bn2.weight", "module.encoder1.2.bn2.bias", "module.encoder1.2.bn2.running_mean", "module.encoder1.2.bn2.running_var", "module.encoder1.2.bn2.num_batches_tracked", "module.encoder2.0.conv1.weight", "module.encoder2.0.bn1.weight", "module.encoder2.0.bn1.bias", "module.encoder2.0.bn1.running_mean", "module.encoder2.0.bn1.running_var", "module.encoder2.0.bn1.num_batches_tracked", "module.encoder2.0.conv2.weight", "module.encoder2.0.bn2.weight", "module.encoder2.0.bn2.bias", "module.encoder2.0.bn2.running_mean", "module.encoder2.0.bn2.running_var", "module.encoder2.0.bn2.num_batches_tracked", "module.encoder2.0.downsample.0.weight", "module.encoder2.0.downsample.1.weight", "module.encoder2.0.downsample.1.bias", "module.encoder2.0.downsample.1.running_mean", "module.encoder2.0.downsample.1.running_var", "module.encoder2.0.downsample.1.num_batches_tracked", "module.encoder2.1.conv1.weight", "module.encoder2.1.bn1.weight", "module.encoder2.1.bn1.bias", "module.encoder2.1.bn1.running_mean", "module.encoder2.1.bn1.running_var", "module.encoder2.1.bn1.num_batches_tracked", "module.encoder2.1.conv2.weight", "module.encoder2.1.bn2.weight", "module.encoder2.1.bn2.bias", "module.encoder2.1.bn2.running_mean", "module.encoder2.1.bn2.running_var", "module.encoder2.1.bn2.num_batches_tracked", "module.encoder2.2.conv1.weight", "module.encoder2.2.bn1.weight", "module.encoder2.2.bn1.bias", "module.encoder2.2.bn1.running_mean", "module.encoder2.2.bn1.running_var", "module.encoder2.2.bn1.num_batches_tracked", "module.encoder2.2.conv2.weight", "module.encoder2.2.bn2.weight", "module.encoder2.2.bn2.bias", "module.encoder2.2.bn2.running_mean", "module.encoder2.2.bn2.running_var", "module.encoder2.2.bn2.num_batches_tracked", "module.encoder2.3.conv1.weight", "module.encoder2.3.bn1.weight", "module.encoder2.3.bn1.bias", "module.encoder2.3.bn1.running_mean", "module.encoder2.3.bn1.running_var", "module.encoder2.3.bn1.num_batches_tracked", "module.encoder2.3.conv2.weight", "module.encoder2.3.bn2.weight", "module.encoder2.3.bn2.bias", "module.encoder2.3.bn2.running_mean", "module.encoder2.3.bn2.running_var", "module.encoder2.3.bn2.num_batches_tracked", "module.encoder3.0.conv1.weight", "module.encoder3.0.bn1.weight", "module.encoder3.0.bn1.bias", "module.encoder3.0.bn1.running_mean", "module.encoder3.0.bn1.running_var", "module.encoder3.0.bn1.num_batches_tracked", "module.encoder3.0.conv2.weight", "module.encoder3.0.bn2.weight", "module.encoder3.0.bn2.bias", "module.encoder3.0.bn2.running_mean", "module.encoder3.0.bn2.running_var", "module.encoder3.0.bn2.num_batches_tracked", "module.encoder3.0.downsample.0.weight", "module.encoder3.0.downsample.1.weight", "module.encoder3.0.downsample.1.bias", "module.encoder3.0.downsample.1.running_mean", "module.encoder3.0.downsample.1.running_var", "module.encoder3.0.downsample.1.num_batches_tracked", "module.encoder3.1.conv1.weight", "module.encoder3.1.bn1.weight", "module.encoder3.1.bn1.bias", "module.encoder3.1.bn1.running_mean", "module.encoder3.1.bn1.running_var", "module.encoder3.1.bn1.num_batches_tracked", "module.encoder3.1.conv2.weight", "module.encoder3.1.bn2.weight", "module.encoder3.1.bn2.bias", "module.encoder3.1.bn2.running_mean", "module.encoder3.1.bn2.running_var", "module.encoder3.1.bn2.num_batches_tracked", "module.encoder3.2.conv1.weight", "module.encoder3.2.bn1.weight", "module.encoder3.2.bn1.bias", "module.encoder3.2.bn1.running_mean", "module.encoder3.2.bn1.running_var", "module.encoder3.2.bn1.num_batches_tracked", "module.encoder3.2.conv2.weight", "module.encoder3.2.bn2.weight", "module.encoder3.2.bn2.bias", "module.encoder3.2.bn2.running_mean", "module.encoder3.2.bn2.running_var", "module.encoder3.2.bn2.num_batches_tracked", "module.encoder3.3.conv1.weight", "module.encoder3.3.bn1.weight", "module.encoder3.3.bn1.bias", "module.encoder3.3.bn1.running_mean", "module.encoder3.3.bn1.running_var", "module.encoder3.3.bn1.num_batches_tracked", "module.encoder3.3.conv2.weight", "module.encoder3.3.bn2.weight", "module.encoder3.3.bn2.bias", "module.encoder3.3.bn2.running_mean", "module.encoder3.3.bn2.running_var", "module.encoder3.3.bn2.num_batches_tracked", "module.encoder3.4.conv1.weight", "module.encoder3.4.bn1.weight", "module.encoder3.4.bn1.bias", "module.encoder3.4.bn1.running_mean", "module.encoder3.4.bn1.running_var", "module.encoder3.4.bn1.num_batches_tracked", "module.encoder3.4.conv2.weight", "module.encoder3.4.bn2.weight", "module.encoder3.4.bn2.bias", "module.encoder3.4.bn2.running_mean", "module.encoder3.4.bn2.running_var", "module.encoder3.4.bn2.num_batches_tracked", "module.encoder3.5.conv1.weight", "module.encoder3.5.bn1.weight", "module.encoder3.5.bn1.bias", "module.encoder3.5.bn1.running_mean", "module.encoder3.5.bn1.running_var", "module.encoder3.5.bn1.num_batches_tracked", "module.encoder3.5.conv2.weight", "module.encoder3.5.bn2.weight", "module.encoder3.5.bn2.bias", "module.encoder3.5.bn2.running_mean", "module.encoder3.5.bn2.running_var", "module.encoder3.5.bn2.num_batches_tracked", "module.encoder4.0.conv1.weight", "module.encoder4.0.bn1.weight", "module.encoder4.0.bn1.bias", "module.encoder4.0.bn1.running_mean", "module.encoder4.0.bn1.running_var", "module.encoder4.0.bn1.num_batches_tracked", "module.encoder4.0.conv2.weight", "module.encoder4.0.bn2.weight", "module.encoder4.0.bn2.bias", "module.encoder4.0.bn2.running_mean", "module.encoder4.0.bn2.running_var", "module.encoder4.0.bn2.num_batches_tracked", "module.encoder4.0.downsample.0.weight", "module.encoder4.0.downsample.1.weight", "module.encoder4.0.downsample.1.bias", "module.encoder4.0.downsample.1.running_mean", "module.encoder4.0.downsample.1.running_var", "module.encoder4.0.downsample.1.num_batches_tracked", "module.encoder4.1.conv1.weight", "module.encoder4.1.bn1.weight", "module.encoder4.1.bn1.bias", "module.encoder4.1.bn1.running_mean", "module.encoder4.1.bn1.running_var", "module.encoder4.1.bn1.num_batches_tracked", "module.encoder4.1.conv2.weight", "module.encoder4.1.bn2.weight", "module.encoder4.1.bn2.bias", "module.encoder4.1.bn2.running_mean", "module.encoder4.1.bn2.running_var", "module.encoder4.1.bn2.num_batches_tracked", "module.encoder4.2.conv1.weight", "module.encoder4.2.bn1.weight", "module.encoder4.2.bn1.bias", "module.encoder4.2.bn1.running_mean", "module.encoder4.2.bn1.running_var", "module.encoder4.2.bn1.num_batches_tracked", "module.encoder4.2.conv2.weight", "module.encoder4.2.bn2.weight", "module.encoder4.2.bn2.bias", "module.encoder4.2.bn2.running_mean", "module.encoder4.2.bn2.running_var", "module.encoder4.2.bn2.num_batches_tracked", "module.dblock.dilate1.weight", "module.dblock.dilate1.bias", "module.dblock.dilate2.weight", "module.dblock.dilate2.bias", "module.dblock.dilate3.weight", "module.dblock.dilate3.bias", "module.dblock.conv1x1.weight", "module.dblock.conv1x1.bias", "module.spp.conv.weight", "module.spp.conv.bias", "module.decoder4.conv1.weight", "module.decoder4.conv1.bias", "module.decoder4.norm1.weight", "module.decoder4.norm1.bias", "module.decoder4.norm1.running_mean", "module.decoder4.norm1.running_var", "module.decoder4.norm1.num_batches_tracked", "module.decoder4.deconv2.weight", "module.decoder4.deconv2.bias", "module.decoder4.norm2.weight", "module.decoder4.norm2.bias", "module.decoder4.norm2.running_mean", "module.decoder4.norm2.running_var", "module.decoder4.norm2.num_batches_tracked", "module.decoder4.conv3.weight", "module.decoder4.conv3.bias", "module.decoder4.norm3.weight", "module.decoder4.norm3.bias", "module.decoder4.norm3.running_mean", "module.decoder4.norm3.running_var", "module.decoder4.norm3.num_batches_tracked", "module.decoder3.conv1.weight", "module.decoder3.conv1.bias", "module.decoder3.norm1.weight", "module.decoder3.norm1.bias", "module.decoder3.norm1.running_mean", "module.decoder3.norm1.running_var", "module.decoder3.norm1.num_batches_tracked", "module.decoder3.deconv2.weight", "module.decoder3.deconv2.bias", "module.decoder3.norm2.weight", "module.decoder3.norm2.bias", "module.decoder3.norm2.running_mean", "module.decoder3.norm2.running_var", "module.decoder3.norm2.num_batches_tracked", "module.decoder3.conv3.weight", "module.decoder3.conv3.bias", "module.decoder3.norm3.weight", "module.decoder3.norm3.bias", "module.decoder3.norm3.running_mean", "module.decoder3.norm3.running_var", "module.decoder3.norm3.num_batches_tracked", "module.decoder2.conv1.weight", "module.decoder2.conv1.bias", "module.decoder2.norm1.weight", "module.decoder2.norm1.bias", "module.decoder2.norm1.running_mean", "module.decoder2.norm1.running_var", "module.decoder2.norm1.num_batches_tracked", "module.decoder2.deconv2.weight", "module.decoder2.deconv2.bias", "module.decoder2.norm2.weight", "module.decoder2.norm2.bias", "module.decoder2.norm2.running_mean", "module.decoder2.norm2.running_var", "module.decoder2.norm2.num_batches_tracked", "module.decoder2.conv3.weight", "module.decoder2.conv3.bias", "module.decoder2.norm3.weight", "module.decoder2.norm3.bias", "module.decoder2.norm3.running_mean", "module.decoder2.norm3.running_var", "module.decoder2.norm3.num_batches_tracked", "module.decoder1.conv1.weight", "module.decoder1.conv1.bias", "module.decoder1.norm1.weight", "module.decoder1.norm1.bias", "module.decoder1.norm1.running_mean", "module.decoder1.norm1.running_var", "module.decoder1.norm1.num_batches_tracked", "module.decoder1.deconv2.weight", "module.decoder1.deconv2.bias", "module.decoder1.norm2.weight", "module.decoder1.norm2.bias", "module.decoder1.norm2.running_mean", "module.decoder1.norm2.running_var", "module.decoder1.norm2.num_batches_tracked", "module.decoder1.conv3.weight", "module.decoder1.conv3.bias", "module.decoder1.norm3.weight", "module.decoder1.norm3.bias", "module.decoder1.norm3.running_mean", "module.decoder1.norm3.running_var", "module.decoder1.norm3.num_batches_tracked", "module.finaldeconv1.weight", "module.finaldeconv1.bias", "module.finalconv2.weight", "module.finalconv2.bias", "module.finalconv3.weight", "module.finalconv3.bias".

@ShenghaiLiao
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use strict = False mode when loading the pretrained model.
i change line 180 in file "test_cenet.py" as follows:
self.net.load_state_dict(model, strict = False)

it works !

@lzw3232
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lzw3232 commented Oct 22, 2020

I can't find the pretrained model (CE-Net_DRIVE_auc_0.9819.th), where do you get it???

@ShenghaiLiao
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ShenghaiLiao commented Oct 22, 2020 via email

@lzw3232
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lzw3232 commented Oct 22, 2020

You should train on  the  dataset.

---原始邮件--- 发件人: "lzw3232"<[email protected]> 发送时间: 2020年10月22日(周四) 下午5:36 收件人: "Guzaiwang/CE-Net"<[email protected]>; 抄送: "ShenghaiLiao"<[email protected]>;"Comment"<[email protected]>; 主题: Re: [Guzaiwang/CE-Net] 预测时出现错误 (#21) I can't find the pretrained model (CE-Net_DRIVE_auc_0.9819.th), where do you get it??? — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe.

image
They release a pretrained model, which achieves 0.9819 in the AUC scor in the DRIVE dataset. I want to compare my model with CE-Net model,

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