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'