test

app.py

@@ -1,25 +1,47 @@
 import streamlit as st
-from tranformers import pipeline
+from transformers import pipeline
+from PIL import Image
 
+pipeline = pipeline(task="image-classification", model="julien-c/hotdog-not-hotdog")
 
-pipe = pipeline(task="sentiment-analysis")
-st.title("Toxic Tweets Analyzer")
+st.title("Hot Dog? Or Not?")
 
-text = st.text_area("Enter your tweet here, or submit to test the default tweets")
+file_name = st.file_uploader("Upload a hot dog candidate image")
 
-if text == "Enter your tweet here, or submit to test the default tweets":
+if file_name is not None:
+    col1, col2 = st.columns(2)
+
+    image = Image.open(file_name)
+    col1.image(image, use_column_width=True)
+    predictions = pipeline(image)
+
+    col2.header("Probabilities")
+    for p in predictions:
+        col2.subheader(f"{ p['label'] }: { round(p['score'] * 100, 1)}%")
+
+
+# import streamlit as st
+# from tranformers import pipeline
+
+
+# pipe = pipeline(task="sentiment-analysis")
+# st.title("Toxic Tweets Analyzer")
+
+# text = st.text_area("Enter your tweet here, or submit to test the default tweets")
+
+# if text == "Enter your tweet here, or submit to test the default tweets":
     
-    data = [
-        "PICKLE YE",
-        "I'm nice at ping pong"
-        "My eyes are now wide open and now realize I've been used to spread messages I don't believe in. I am distancing myself from politics and completely focusing on being creative !!!",
-        "There are so many lonely emojis",
-    ]
+#     data = [
+#         "PICKLE YE",
+#         "I'm nice at ping pong"
+#         "My eyes are now wide open and now realize I've been used to spread messages I don't believe in. I am distancing myself from politics and completely focusing on being creative !!!",
+#         "There are so many lonely emojis",
+#     ]
     
-    st.json([pipe(d) for d in data])
+#     st.json([pipe(d) for d in data])
     
-else:
-    out = pipe(text)
-    st.json(out)
+# else:
+#     out = pipe(text)
+#     st.json(out)