import?numpy?as?np
import?keras
from?keras.models?import?Sequential
from?keras.layers?import?Dense?Dropout?Flatten
from?keras.layers?import?Conv2D?MaxPooling2D
import?matplotlib.pyplot?as?plt
from?keras.optimizers?import?SGD
import?tensorflow?as?tf
from?PIL?import?ImageImageFilter
from?image_handle?import?*
import?os
import?cv2

image_dir=‘C:/Users/18301/Desktop/‘
image?=?cv2.imread（image_dir+‘1.jpg‘）#原始圖片過大
image_down=cv2.resize（image（500500））
gray=cv2.cvtColor（image_downcv2.COLOR_BGR2GRAY）
canny_image=cv2.Canny（gray?220?260）
cv2.namedWindow（“gray“0）
cv2.imshow（“gray“canny_image）
cv2.waitKey（0）
plt.imshow（image）plt.show（）

?屬性????????????大小?????日期????時間???名稱
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?????文件????????320??2018-09-10?13:22??part?defect?detection-TianChi\.idea\misc.xml

?????文件????????310??2018-09-10?13:21??part?defect?detection-TianChi\.idea\modules.xml

?????文件????????455??2018-09-10?13:22??part?defect?detection-TianChi\.idea\part?defect?detection-TianChi.iml

?????文件??????23600??2018-09-12?16:14??part?defect?detection-TianChi\.idea\workspace.xml

?????文件????????679??2018-09-11?13:36??part?defect?detection-TianChi\edge_image.py

?????文件???????2823??2018-09-11?13:50??part?defect?detection-TianChi\fourier_transform.py

?????文件???????2606??2018-09-11?09:56??part?defect?detection-TianChi\image_argumention.py

?????文件???????1442??2018-09-11?19:28??part?defect?detection-TianChi\image_handle.py

?????文件????????608??2018-09-10?20:32??part?defect?detection-TianChi\image_resize.py

?????文件???????1619??2018-09-12?08:59??part?defect?detection-TianChi\main.py

?????文件???28724408??2018-09-11?18:16??part?defect?detection-TianChi\model.h5

?????文件???????4261??2018-09-12?15:19??part?defect?detection-TianChi\model.py

?????文件???28724472??2018-09-12?14:11??part?defect?detection-TianChi\model_google_layer.h5

?????文件???????2301??2018-09-12?16:13??part?defect?detection-TianChi\model_test.py

?????文件???????1653??2018-09-11?19:28??part?defect?detection-TianChi\__pycache__\image_handle.cpython-35.pyc

?????文件???????3795??2018-09-12?15:20??part?defect?detection-TianChi\__pycache__\model.cpython-35.pyc

?????文件?????192918??2018-09-10?20:48??part?defect?detection-TianChi\算法設計文檔.docx

?????目錄??????????0??2018-09-10?13:22??part?defect?detection-TianChi\.idea\inspectionProfiles

?????目錄??????????0??2018-09-12?16:14??part?defect?detection-TianChi\.idea

?????目錄??????????0??2018-09-12?15:20??part?defect?detection-TianChi\__pycache__

?????目錄??????????0??2018-09-12?16:13??part?defect?detection-TianChi

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?????????????57688270????????????????????21