Delete frontend.py

frontend.py

@@ -1,49 +0,0 @@
-import streamlit as st
-import requests
-from PIL import Image
-import io
-import base64
-
-st.title("Segmentation d'images")
-
-# Menu to select an image
-image_id = st.selectbox(
-    "Choisissez une image",
-    ("image1", "image2", "image3")
-)
-
-if st.button('Prédire'):
-    response = requests.post("http://127.0.0.1:8000/predict/", json={"image_id": image_id})
-    if response.status_code == 200:
-        result = response.json()
-        annotated_mask = Image.open(io.BytesIO(base64.b64decode(result["annotated_mask"].split(",")[1])))
-        predicted_mask = Image.open(io.BytesIO(base64.b64decode(result["predicted_mask"].split(",")[1])))
-
-        st.image(annotated_mask, caption='Masque Annoté', use_column_width=True)
-        st.image(predicted_mask, caption='Masque Prédit', use_column_width=True)
-
-        st.session_state.annotated_mask = result["annotated_mask"]
-        st.session_state.predicted_mask = result["predicted_mask"]
-    else:
-        st.write("Erreur lors de la prédiction")
-
-if st.button('Évaluer'):
-    if "annotated_mask" in st.session_state and "predicted_mask" in st.session_state:
-        response = requests.post("http://127.0.0.1:8000/evaluate/", json={
-            "annotated_mask": st.session_state.annotated_mask,
-            "predicted_mask": st.session_state.predicted_mask
-        })
-
-        if response.status_code == 200:
-            result = response.json()
-            iou_score = result["iou_score"]
-            annotated_mask = Image.open(io.BytesIO(base64.b64decode(result["annotated_mask"].split(",")[1])))
-            predicted_mask = Image.open(io.BytesIO(base64.b64decode(result["predicted_mask"].split(",")[1])))
-
-            st.image(annotated_mask, caption='Masque Annoté', use_column_width=True)
-            st.image(predicted_mask, caption='Masque Prédit', use_column_width=True)
-            st.write(f"Score IoU: {iou_score}")
-        else:
-            st.write("Erreur lors de l'évaluation")
-    else:
-        st.write("Veuillez d'abord prédire les masques.")