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I have been reading the source code of etfnet-culane-pytorch for two days, but I cannot find the code of self-attention distillation in which module, could you please tell me?
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For Curve category, the F1 measure of ERFNet should be 66.3 instead of 71.6
https://github.com/cardwing/Codes-for-Lane-Detection
I ran the evaluation code on your trained model, and obtained exact…
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你好,请教下你自己训练的模型在CULane上最后损失大概在多少;我把初始学习率调整到5e-4 ,一个epoch之后基本已经不下降了,大概在0.14,我之前自己用tensorflow训练过TuSimple的训练集,用分割的交叉熵损失,最后也在0.05~0.1;但我不确定在CULane上损失可以降到多少?这两个训练集我用的都是自己搭的网络。
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**你好,对于SCNN中的CULane数据集,目前我有三个问题,向您请教。**
**问题1:**从test后得到的概率图中,我发现所有的lines.txt中,都存储的是“1”,请问你有了解过这个问题么?
**问题2:**在最后的评估中,我发现对Crossroad情景下车道线评估错误,我想知道为什么会出现这种情况?因为我是遵循您的SCNN训练模型进行的测试,错误评估结果如下:
model/CU…
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Hi XingangPan,
I am wondering in these .line.txt why the coordinates, x is a number contain decimal point but y is integer? Does this design have special meaning?
Thanks
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when training the erfnet on CuLane, I always encounter the tensor dimension mismatch problem. I add the ceil_mode = True in the maxpool layer and the problem becomes as follows:
RuntimeError: inva…
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https://github.com/cardwing/Codes-for-Lane-Detection/blob/8a04dd40b0fd53fe5348529af060871d401ee987/ERFNet-CULane-PyTorch/test_erfnet.py#L13
running `sh ./test_erfnet.sh` leaves me with mentioned er…
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Sorry to ask you that how to set up CULane datasets for training ?
I have already read all of issues concerning with CULane, but didn't find the suggestions how to set up CULane datasets. Hope you…
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CULane数据集中,laneseg_label_w16文件中所有图片都是黑色的,如下所示:
![图片](https://user-images.githubusercontent.com/39556913/71304936-0aef1380-2408-11ea-888f-6b023f04497a.png)
之后,我又检查了下train_gt.txt,里面的路径,如下所示:
![图片](ht…
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@cardwing @yujincheng08 ,On CULane for SCNN,我想使用2个gpu进行训练,因此我按照你给出的方法,如下所示:
Multi-GPU training has been supported. Just change BATCH_SIZE and GPU_NUM in global_config.py, and then use CUDA_VISIBLE_DE…