first upload

.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,43 @@
+import streamlit as st
+import requests
+import numpy as np
+import json
+from skimage.transform import resize
+from PIL import Image
+import tensorflow as tf
+from tensorflow.keras.models import Sequential, Model
+
+model = tf.keras.models.load_model('model_a')
+
+# Load page
+def run():
+    # widget input
+    with st.form(key='form_parameters'):
+        st.title("Apple or Orange")
+        uploaded_file = st.file_uploader("Insert a picture (jpg or jpeg)", type=['jpg','jpeg'])
+        
+        st.markdown('---')
+        submitted = st.form_submit_button('Predict')
+    
+    if submitted:
+        image = Image.open(uploaded_file)
+        np_img = np.asarray(image)
+        resized = resize(np_img, (256,256),anti_aliasing=True)
+        # st.write(resized.shape)
+        x = np.expand_dims(resized, axis=0)
+        images = np.vstack([x])
+        classes = model.predict(images)
+        # st.write(res['predictions'][0][0])
+        print(classes)
+        if classes[0][0] <= 0.1:
+            st.write('Apple')
+        elif classes[0][0] >= 0.9:
+            st.write('Orange')
+        else:
+            st.write('Unknown')
+    
+        st.image(resized)
+    
+
+if __name__ == '__main__':
+    run()

model_a/keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acbe534c81b20909af72d8fb5a8a815e07d0a03bef74f0bd10e5a26b58b62b66
+size 482878

model_a/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1031137a2555a84b69cc6b31d5dd97994783eb31d67e8d6ab4fce493b8957c7f
+size 2935963

model_a/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aad51728d24d1372f7a527e48a88d2e76a7bfe7c02362821db1c75e75416ba5a
+size 86916974

requirements.txt

@@ -0,0 +1,7 @@
+requests
+numpy
+typing_extensions
+joblib
+scikit-image==0.19.2
+pillow == 9.4.0
+tensorflow == 2.11.0