Ulepszenie datasetu.

This commit is contained in:
PiotrKoller 2023-01-15 23:34:42 +01:00
parent 5693adfd20
commit f462a9dedc
266 changed files with 62 additions and 1 deletions

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@ -13,7 +13,7 @@ import os
import cv2
import matplotlib.pyplot as plt
# %%
os.chdir(r"C:\Users\pittb\Documents\biedronkapp\BiedronkApp\biedronki_dataset")
os.chdir(r"C:\Users\pittb\Documents\biedronkapp_2.0\BiedronkApp\biedronki_dataset")
train_path="train"
test_path="test"
# %%
@ -133,3 +133,20 @@ accuracy_score(y_pred,test_y)
print(classification_report(y_pred,test_y))
# %%
img_path = r"C:\Users\pittb\Documents\biedronkapp_2.0\BiedronkApp\biedronki_dataset\test\azjatyckie\78687-Biedronki-azjatyckie-Czy-sa-grozne-fot.-cocoparisienne---Pixabay.jpg"
img_nump = np.array(cv2.imread(img_path))
img_nump = cv2.resize(img_nump,(224,224))
img_nump = img_nump/255.0
img_nump = img_nump[np.newaxis,...]
pr = model.predict(img_nump)
print(pr)
print(np.argmax(pr,axis=1))
# %%
# %%
model.save('saved_model/my_model')
# %%
# %%

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