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.gitattributes

@@ -33,3 +33,4 @@ 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
+model/variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,32 @@
+import gradio as gr
+import numpy  as np
+import tensorflow as tf
+
+from PIL import Image
+
+model = tf.keras.models.load_model('model')
+
+def predict_model(im):
+    im = tf.image.convert_image_dtype(im,tf.float32)
+    im = tf.expand_dims(im,axis=0)
+    
+    pred = model.predict(im)
+    pred = pred[0]
+    pred = tf.clip_by_value(pred, 0.0, 1.0)
+    
+    pred = Image.fromarray((np.array(pred) * 255).astype(np.uint8))
+    return pred
+
+inimage = gr.Image(shape=(None,None))
+inimage.style(width=512,height=512)
+
+outimage = gr.Image(shape=(None,None))
+outimage.style(width=512,height=512)
+
+app = gr.Interface(fn=predict_model, inputs=inimage, outputs=outimage,examples=['./assets/examples/creature.jpg',
+                                                                                "./assets/examples/butterfly.jpeg",
+                                                                                "./assets/examples/bw.jpg",
+                                                                                "./assets/examples/hillbefore.jpg"])
+
+app.launch()
+

model/fingerprint.pb

@@ -0,0 +1,3 @@
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+oid sha256:a59b12b5fe2f4327845a6d569e8dde85f80cf28406c8aa45462b0ecfb2abe08e
+size 55

model/keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34558f9cde3fdd1181c4d8d960c8dee7b5d0e10c263485b326fcb8d927c900d0
+size 192273

model/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e460ef7b97a80f1d0722c703412228789a6658c02f47d03ceea8fcfcb4faeb4
+size 2342347

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

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6f47e06f7007e5b9c6bc764319219fd77eb960487a2d8aec888da380b2faa0b
+size 18278883

requirements.txt

@@ -0,0 +1,3 @@
+gradio
+numpy
+tensorflow-cpu