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3D-ANAS

code for paper "3-D-ANAS: 3D Asymmetric Neural ArchitectureSearch for Fast Hyperspectral Image Classification" (TGRS 2021)

The core part is compressed into one_stage_nas.rar, before to use this, please uncompress this .rar file at first.

searching an efficient structure. You can change settings in configs/dataset/**.yaml to tailor a new model for your own data

cd ./tools python search.py --config-file '../configs/PaviaU/search_ad.yaml' --device '0'

training the found model

cd ./tools python train.py --config-file '../configs/PaviaU/train_ad.yaml' --device '0'

predicting the final result

cd ./tools python infe.py --config-file '../configs/PaviaU/infe_ad.yaml' --device '0'

3d-anas's People

Contributors

hkzhang-git avatar

Stargazers

avatar Nooshin Noshiri avatar zhouweilian1994 avatar Joyeeta Dey avatar WangGuan avatar avatar Mingsong Li avatar avatar avatar

Watchers

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Forkers

githubltqc abandonsea

3d-anas's Issues

houston dataset

张老师，您好，那个houston数据集，我一直处理有问题，请问能上传一下论文中的houston数据集吗？我下载的tif转mat，那个gt的我一直处理不出来。谢谢老师！
或者方便的话，发我邮箱也可以，感谢！
邮箱：[email protected]

Houston 2013

您好，那个houston数据集，我一直处理有问题，请问方便将houston数据集的mat文件分享给我吗？非常感谢

邮箱：[email protected]

houston的train/model请求

作者您好，我在做复现对比时，休斯顿数据集的复现结果与您论文中的结果数据偏差过大，请求麻烦您，能否将您训练的60kepoch的模型分享给我，我需要做实验分析，谢谢您。
一直打扰您，多有抱歉，请谅解。

Code for 3D-ANAS

Hello, thanks very much for your paper. Would you like to share your codes corresponding to 3D-ANAS? Thank you.

3D-ANAS代码寻求

您好，我在学习关于nas搜索的内容，阅读到您所发表的3D-ANAS论文，希望能进一步学习了解，希望您能分享一下您的源代码，谢谢

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