CNN訓練模型 花卉
阿新 • • 發佈:2019-01-06
一、CNN訓練模型
模型尺寸分析:卷積層全都採用了補0,所以經過卷積層長和寬不變,只有深度加深。池化層全都沒有補0,所以經過池化層長和寬均減小,深度不變。http://download.tensorflow.org/example_images/flower_photos.tgz
模型尺寸變化:100×100×3->100×100×32->50×50×32->50×50×64->25×25×64->25×25×128->12×12×128->12×12×128->6×6×128
CNN訓練程式碼如下:
?123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174 | from skimage import io,transform import glob
|