Update app.py
Browse files
app.py
CHANGED
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@@ -9,6 +9,7 @@ st.set_page_config(
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initial_sidebar_state="collapsed"
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st.markdown("""
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<style>
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.stApp {
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@@ -33,13 +34,15 @@ st.markdown("""
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}
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.stButton > button {
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background-color: var(--button-color) !important;
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color: white !important;
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border: none !important;
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padding: 0.5rem
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border-radius: 0.375rem !important;
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font-weight: 500 !important;
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}
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.stButton > button:hover {
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@@ -82,14 +85,14 @@ st.markdown("""
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padding: 0.25rem;
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}
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.row-widget.stButton {
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text-align: center;
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margin: 1rem 0;
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}
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div[data-testid="stFileUploader"] {
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width: 100%;
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}
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</style>
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""", unsafe_allow_html=True)
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@@ -125,57 +128,62 @@ def draw_boxes(image, predictions):
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return image
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def main():
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st.
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if pred_wachter['score'] > 0.6 or pred_meister['score'] > 0.6:
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st.markdown(f"""
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<div class='result-box'>
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<span style='color: #2563eb'>KnochenWächter:</span> {pred_wachter['score']:.1%}<br>
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<span style='color: #2563eb'>RöntgenMeister:</span> {pred_meister['score']:.1%}
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</div>
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""", unsafe_allow_html=True)
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st.markdown("""
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<script>
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// Fonction pour mettre à jour le thème
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function updateTheme(isDark) {
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document.documentElement.setAttribute('data-theme', isDark ? 'dark' : 'light');
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// Mise à jour des styles en fonction du thème
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const root = document.documentElement;
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if (isDark) {
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root.style.setProperty('--background-color', '#1f2937');
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@@ -188,14 +196,12 @@ def main():
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}
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}
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// Écouter les messages du parent
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window.addEventListener('message', function(e) {
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if (e.data.type === 'theme-change') {
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updateTheme(e.data.theme === 'dark');
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}
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});
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// Thème initial basé sur les préférences système
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updateTheme(window.matchMedia('(prefers-color-scheme: dark)').matches);
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</script>
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""", unsafe_allow_html=True)
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initial_sidebar_state="collapsed"
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)
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# Configuration du style personnalisé
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st.markdown("""
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<style>
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.stApp {
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}
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.stButton > button {
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width: 100% !important;
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background-color: var(--button-color) !important;
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color: white !important;
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border: none !important;
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padding: 0.75rem 1.5rem !important;
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border-radius: 0.375rem !important;
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font-weight: 500 !important;
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margin: 1rem 0 !important;
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cursor: pointer !important;
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}
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.stButton > button:hover {
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padding: 0.25rem;
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}
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div[data-testid="stFileUploader"] {
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width: 100%;
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}
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/* Cache le message d'upload par défaut */
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.uploadedFile small {
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display: none !important;
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}
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</style>
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""", unsafe_allow_html=True)
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return image
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def main():
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# Initialisation de la session state si nécessaire
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if 'models_loaded' not in st.session_state:
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st.session_state.models_loaded = False
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st.session_state.models = load_models()
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st.session_state.models_loaded = True
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# Créer deux colonnes pour l'upload et le bouton
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col_upload, col_button = st.columns([3, 1])
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with col_upload:
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uploaded_files = st.file_uploader(
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"Röntgenbilder hochladen",
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type=['png', 'jpg', 'jpeg'],
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accept_multiple_files=True,
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label_visibility="collapsed"
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)
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# Bouton d'analyse dans la deuxième colonne
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with col_button:
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analyze_clicked = st.button("📋 Analysieren", key="analyze_btn", disabled=not uploaded_files)
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# Analyse des images si le bouton est cliqué
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if uploaded_files and analyze_clicked:
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col1, col2 = st.columns([1, 1])
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for idx, uploaded_file in enumerate(uploaded_files):
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image = Image.open(uploaded_file)
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# Analyse avec KnochenAuge (localisierung)
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predictions = st.session_state.models["KnochenAuge"](image)
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fractures_found = any(p['label'].lower() == 'fracture' and p['score'] > 0.6 for p in predictions)
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# Afficher uniquement si des fractures sont détectées
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if fractures_found:
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with col1 if idx % 2 == 0 else col2:
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result_image = image.copy()
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result_image = draw_boxes(result_image, predictions)
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st.image(result_image, caption=f"Bild {idx + 1}", use_column_width=True)
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# Analyse KnochenWächter et RöntgenMeister
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pred_wachter = st.session_state.models["KnochenWächter"](image)[0]
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pred_meister = st.session_state.models["RöntgenMeister"](image)[0]
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if pred_wachter['score'] > 0.6 or pred_meister['score'] > 0.6:
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st.markdown(f"""
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<div class='result-box'>
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<span style='color: #2563eb'>KnochenWächter:</span> {pred_wachter['score']:.1%}<br>
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<span style='color: #2563eb'>RöntgenMeister:</span> {pred_meister['score']:.1%}
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</div>
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""", unsafe_allow_html=True)
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# Script pour la synchronisation du thème
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st.markdown("""
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<script>
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function updateTheme(isDark) {
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document.documentElement.setAttribute('data-theme', isDark ? 'dark' : 'light');
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const root = document.documentElement;
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if (isDark) {
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root.style.setProperty('--background-color', '#1f2937');
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}
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}
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window.addEventListener('message', function(e) {
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if (e.data.type === 'theme-change') {
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updateTheme(e.data.theme === 'dark');
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}
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});
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updateTheme(window.matchMedia('(prefers-color-scheme: dark)').matches);
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</script>
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""", unsafe_allow_html=True)
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