bimix's Issues
Dark Zurich在线测试
paper of arxiv
夜间语义分割
请问现在做这个方向的多吗?或者说这个方向有意义吗?求大佬赐教。
我是一名研究生,准备做这个,可是导师说现在有超清光摄像机,夜间语义分割没意义,就,,很难受。
我该怎么说服导师呢
zeroDCE
绘图工具
您好!我看DANNet的网络结构图,放大了字体什么的就糊了。
我把你的放大之后,还是很清晰,请问你网络结构采用什么绘图工具绘制的?谢谢
DarkZurich在线测试
您好,我最近希望能够利用DarkZurich数据集进行网络测试。但是在网站提交后,都报错Missing prediction for ground truth file GOPR0364_frame_000001_gt_labelTrainIds.png这个问题。浏览网站之前的论坛,感觉应该是文件结构的问题,但我根据网站的描述也没有发现问题,请问您对于这个问题有什么看法吗?
我的文件结构:
test.zip
|---confidence
|---labelTrainIds(GOPR0364_frame_000001.png,......)
|---labelTrainIds_invalid
请问能提供一下在ACDC 数据集上的性能吗?
https://acdc.vision.ee.ethz.ch/benchmarks#semanticSegmentation 或许在这个链接中的ACDC性能(47.79)是您这边的官方性能吗? 谢谢!
模型的选择
- 大佬,您好,我跑了你的代码,采用
RefineNet
,lightnet=enhance_net_nopool()
; - 最后选择
RefineNet_mixbf/dannet48000.pth'
和RefineNet_mixbf/dannet_light48000.pth'
在Dark Zurich val
上进行验证; - 验证结果如下:
road: 88.18
sidewalk: 58.12
building: 74.97
wall: 34.62
fence: 33.81
pole: 23.25
light: 8.03
sign: 13.37
vegetation: 58.67
terrain: 23.5
sky: 77.15
person: 17.58
rider: 1.15
car: 42.31
truck: 0.0
bus: 0.0
train: 0.0
motocycle: 11.55
bicycle: 20.36
mIoU: 30.88
- 由于这个结果和您在论文中提到的不太一致,所以想问一下,您的论文中所用的
lightnet
是采用了zeroDCE
的还是DANNet
的,以及最终所用的pth
是哪一个i_iter
的? - 谢谢~
代码中的几个疑问
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