Update app.py

app.py

@@ -340,10 +340,6 @@ def predict_video(video):
     
     return results
 
-import json
-import numpy as np
-import pandas as pd
-
 def ComputeStatistics(df):
     # Calculer les statistiques supplémentaires
     goalConceeded = df['top1'].str.startswith("Goal_2").sum()
@@ -369,11 +365,11 @@ def ComputeStatistics(df):
 
     # Calculer le temps du premier Goal_1
     first_goal1_row = df[df['top1'].str.startswith("Goal_1")].iloc[0] if not df[df['top1'].str.startswith("Goal_1")].empty else None
-    timeFirstGoal1 = (1 / 30) * first_goal1_row['start_frame'] if first_goal1_row is not None else None
+    timeFirstGoal1 = (1 / 30) * first_goal1_row['start_frame'] if first_goal1_row is not None and 'start_frame' in first_goal1_row else None
 
     # Calculer le temps du premier Goal_2
     first_goal2_row = df[df['top1'].str.startswith("Goal_2")].iloc[0] if not df[df['top1'].str.startswith("Goal_2")].empty else None
-    timeFirstGoal2 = (1 / 30) * first_goal2_row['start_frame'] if first_goal2_row is not None else None
+    timeFirstGoal2 = (1 / 30) * first_goal2_row['start_frame'] if first_goal2_row is not None and 'start_frame' in first_goal2_row else None
 
     # Calculer le taux de conversion
     convertionRate1 = totalGoal1 / totalShots1 if totalShots1 > 0 else 0
@@ -422,3 +418,4 @@ def ComputeStatistics(df):
 
 
 
+