removed submit and added link for images

app.py

@@ -1,9 +1,9 @@
 '''
 File: recognize.py
-Project: PatternsRecognizer
+Project: BulgarianPatternsRecognizer
 Author: Milko Videv (milko.videv@thalesgroup.com)
 -----
-Last Modified: Monday, 4th March 2024 9:38:39 am
+Last Modified: Tuesday, 5th March 2024 6:28:12 pm
 Modified By: Milko Videv (milko.videv@thalesgroup.com>)
 -----
 Copyright 2017 - 2024, Thales DIS, MCS SSH
@@ -21,27 +21,24 @@ from gradio.themes.utils.colors import slate  # type: ignore
 def render():
     
     title = "Разпознавач на български, индийски и японски шевици"
-    description = "Избери снимка на шевица или домъкни една от тези по-долу."    
+    description = "Заредете снимка на шевица от 'Снимки за тестване' по-долу или домъкнете една от 3-те примерни"
+    article = "<a href='https://www.google.com/search?q=bulgarian+patterns+images'>Снимки за тестване"
     examples = [
         './samples/bulgarian.jpg', 
         './samples/indian.jpg', 
         './samples/japanese.jpg'
-    ]              
-    rand_examples = [
-        pick_random_file("./patterns/bulgarian"),
-        pick_random_file("./patterns/indian"),
-        pick_random_file("./patterns/japanese"),
-    ] 
+    ]                 
       
     demo = gr.Interface(fn=predict,
         theme=gr.themes.Monochrome(primary_hue=slate),
-        inputs=gr.components.Image(shape=(512, 512), interactive=True),
-        outputs=gr.components.Label(num_top_classes=3),
+        inputs=gr.components.Image(shape=(512, 512), interactive=True, label="Шевица"),
+        outputs=gr.components.Label(num_top_classes=3, label="Резултат"),
         title=title,
         description=description,
+        article=article,
         examples=examples,
-        allow_flagging="manual",
-        flagging_options=["Correct", "Incorrect"],
+        allow_flagging="never",
+        live=True,
         css=
         "#component-3 { background-color: rgb(192, 192, 192) !important; }"
         "#component-3 H1 { margin: 1.5rem 0 1.5rem 0; color: #252873; !important;}"

predict.py

@@ -3,7 +3,7 @@ File: recognize.py
 Project: BulgarianPatternsRecognizer
 Author: Milko Videv (milko.videv@thalesgroup.com)
 -----
-Last Modified: Tuesday, 5th March 2024 5:51:38 pm
+Last Modified: Tuesday, 5th March 2024 6:29:44 pm
 Modified By: Milko Videv (milko.videv@thalesgroup.com>)
 -----
 Copyright 2017 - 2024, Thales DIS, MCS SSH
@@ -21,6 +21,8 @@ learn = load_learner("./models/trained.pkl")
 labels = learn.dls.vocab
 
 def predict(image):    
+    if image is None:
+        return None
     img = PILImage.create(image)
     pred,pred_idx,probs = learn.predict(img)
     result = {labels[i]: float(probs[i]) for i in range(len(labels))}

requirements.txt

@@ -1,5 +1,3 @@
-transformers
-torch
 fastai 
 fastbook 
 scikit-image