drmurataltun commited on
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1 Parent(s): 0756b13

Delete app.py

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  1. app.py +0 -26
app.py DELETED
@@ -1,26 +0,0 @@
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- #!/usr/bin/env python
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- # coding: utf-8
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- #dosyayı py olarak kaydet ve komut satırını kullanarak streamlit run streamlit.py
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- import streamlit as st
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- from tensorflow.keras.models import load_model
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- from PIL import Image
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- import numpy as np
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- import cv2
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- model=load_model('Malaria_cnn.h5')
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- def process_image(img):
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- img=img.resize((30,30))
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- img=np.array(img)
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- img=img/255.0
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- img=np.expand_dims(img,axis=0)
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- return img
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- st.title('Malaria Parazit Tarama')
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- st.write('Resim sec ve model tahmin etsin')
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- file=st.file_uploader('Bir resim seç', type= ['jpg','jpeg','png'])
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- class_names=['Normal','Parazit']
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- if file is not None:
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- img=Image.open(file)
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- st.image(img,caption='yuklenen resim')
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- image=process_image(img)
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- prediction=model.predict(image)
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- predicted_class=np.argmax(prediction)
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- st.write(class_names[predicted_class])