keillernogueira / fdsi Goto Github PK
View Code? Open in Web Editor NEWExploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task]
Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task]
Hi
First thanks for the code. I wanted to try it out myself but I got stuck.
When I train it and let it validate in the end it will classify all in the same class... it doesn't learn anything at all.
I'm not sure but probably the parameters are wrong? What did you use?
I used for one:
input_data_path= D:/Master/merged/
output_path(for model, images, etc)= D:/Master/Output/FDSI/
former_model_path(only for testing purpose)=
learningRate= .0003
weight_decay= .5
batch_size= 100
niter= 5000
crop_size= 10
strideCrop= 10
networkType (deconv50|deconvICPR|deconvTuia|segnet25|segnetICPR)= deconv50
specific_event[0 to all]= 0
process[training|validate|testing]= training
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