Update app.py

app.py

@@ -5,14 +5,6 @@ import matplotlib.pyplot as plt
 import seaborn as sns
 from datetime import datetime
 from sklearn.metrics import confusion_matrix, precision_score, recall_score
-from PIL import Image
-import requests
-from io import BytesIO
-
-# Load SabPaisa logo
-logo_url = "https://huggingface.co/spaces/Abs6187/Fraud_Detection_API_excecute4/resolve/main/SabPaisa_logo.png"
-response = requests.get(logo_url)
-logo = Image.open(BytesIO(response.content))
 
 # Sample data preparation
 data = {
@@ -165,8 +157,6 @@ def update_interface(start_date, end_date, payer_id, payee_id, transaction_id, d
 with gr.Blocks() as demo:
     gr.Markdown("# Fraud Transaction Analysis Dashboard")
     
-    gr.Image(logo, show_label=False, width=200)
-    
     with gr.Row():
         with gr.Column():
             start_date = gr.Textbox(label="Start Date (YYYY-MM-DD)", value="2024-11-01")