Comments (9)
ICCV2019上有几篇新的关于显著性目标检测的文章, 您可以去看看
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您好,您论文里面的那个阿尔法函数的图(红蓝类似热度图)做的很漂亮,那个显示像素重要程度的代码能否分享一下
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为什么训练过程这么快才2个多小时
from f3net.
但是结果很不理想,与您的模型差了几个百分点,是我训练技巧的原因吗?
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能把你的实验结果贴出来吗?包括数据集及其对应指标的精度
from f3net.
是这样的,我看错了,差得不太多,每次训练的结果不太一样吧
=>F3Net(作者提供的模型)
ECSSD dataset with DSS method get| 0.9432 max-fmeasure| 0.0341 mae| 0.9220 S-measure| 0.9483 max-Emeasure..
PASCALS dataset with DSS method get| 0.8672 max-fmeasure| 0.0619 mae| 0.8597 S-measure| 0.8933 max-Emeasure..
DUT-OMRON dataset with DSS method get| 0.8033 max-fmeasure| 0.0525 mae| 0.8384 S-measure| 0.8628 max-Emeasure..
HKU-IS dataset with DSS method get| 0.9352 max-fmeasure| 0.0281 mae| 0.9171 S-measure| 0.9529 max-Emeasure..
DUTS-TE dataset with DSS method get| 0.8879 max-fmeasure| 0.0355 mae| 0.8875 S-measure| 0.9189 max-Emeasure..
=>F3Net(未改动模型重训练)
ECSSD dataset with DSS method get| 0.9438 max-fmeasure| 0.0339 mae| 0.9235 S-measure| 0.9499 max-Emeasure..
PASCALS dataset with DSS method get| 0.8660 max-fmeasure| 0.0639 mae| 0.8570 S-measure| 0.8906 max-Emeasure..
DUT-OMRON dataset with DSS method get| 0.8007 max-fmeasure| 0.0629 mae| 0.8297 S-measure| 0.8547 max-Emeasure..
HKU-IS dataset with DSS method get| 0.9340 max-fmeasure| 0.0291 mae| 0.9165 S-measure| 0.9526 max-Emeasure..
DUTS-TE dataset with DSS method get| 0.8847 max-fmeasure| 0.0397 mae| 0.8825 S-measure| 0.9131 max-Emeasure..
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- 是的,我们也注意到有些数据集的指标在训练过程中波动较大,你可以多训几次
- 关于显示热力图部分代码没保存下来,你可以使用opencv的cv2.applyColorMap函数将二值图转化为伪彩色,然后叠加到原图上即可
3.关于速度部分,因为我们使用的batch size较大,总共迭代次数也比较少,所以训练起来比较快
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感谢解惑,非常优秀的算法
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能否加下qq,以后多向您学习910997316
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Related Issues (20)
- 损失函数的实现
- Missing sigmoid in structure_loss? structure_loss中是否缺失了一步sigmoid操作? HOT 1
- 请问std和mean的计算 HOT 2
- Apex can't be installed.
- about the code to draw precision-recall curves & F-measure curves
- How to get the Fig.1 in paper? HOT 2
- how to use the model-32
- I have a question about the model's performance HOT 1
- 请问在加权的BCE损失中,分子是(1+γα) 分母是γα,不一样? HOT 1
- 想请教下您关于pasca-s数据集上的一个问题 HOT 2
- Could you share the code for drawing precision-recall and F-measure curves? HOT 2
- Small mistake fig 2 on your paper
- 您发现没这个eval的code和MAE的公式不相等?
- 每一次训练的结果都不一样 HOT 1
- Matlab code in /eval folder gives different results
- 损失函数
- wrong in E-measure calculation
- 你好,关于CFM模块和decoder处理
- Retrain the existing model model-32
- 测试任意一张无mask图片,是不是不能测试?
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