Update app.py

app.py

@@ -111,39 +111,65 @@ Task Context:
 You are analyzing video footage from Step {step_number} of a tire manufacturing process where a delay has been detected. Your task is to determine the most likely cause of the delay from the following possible reasons:
 {', '.join(possible_reasons)}
 Required Analysis:
-Delay in Bead Insertion
+Carefully Observe the Video
+Watch the video for visual cues related to production interruptions.
+Take note of any technician or machinery activity that deviates from standard workflow.
+Record the observed time taken for each step.
+Analyze Each Step Against Standard Times
+For each step, compare the observed time taken with the provided standard time. If the time exceeds the standard, investigate the reason for the delay. Use the following guidelines for each step:
 
+
+step1 : Bead Insertion
 Standard Time: 4 seconds
 Analysis: Observe the bead placement process. If the insertion exceeds 4 seconds, identify potential issues such as missing beads, technician errors, or machinery malfunction.
-Inner Layer Adjustment by Technician
 
+step2 :Inner Layer Adjustment by Technician
 Standard Time: 4 seconds
 Analysis: Check for manual intervention during the inner layer application. If adjustment is required, it may indicate improper alignment or issues with the layer material.
-Manual Adjustment in Ply1 Apply
-
+    
+Step3:Manual Adjustment in Ply1 Apply
 Standard Time: 4 seconds
 Analysis: Determine if the technician is manually adjusting the first ply. Manual intervention might suggest improper ply placement or machine misalignment.
-Delay in Bead Set Step
 
+step4:Delay in Bead Set Step
 Standard Time: 8 seconds
 Analysis: Observe the bead setting process. Delays may result from bead misalignment, machine pauses, or lack of technician involvement.
-Delay in Turnup Step
 
+step5:Delay in Turnup Step
 Standard Time: 4 seconds
 Analysis: Examine the turnup step for any technician involvement or pauses in machine operation. Reasons for delays might include material misalignment or equipment issues.
-Technician Repairing Sidewall
-
+    
+step6:Technician Repairing Sidewall
 Standard Time: 14 seconds
 Analysis: If a technician is repairing the sidewall, this may indicate material damage or improper initial application. Look for signs of excessive manual handling.
-Delay in Sidewall Stitching
-
+    
+step7:Delay in Sidewall Stitching
 Standard Time: 5 seconds
 Analysis: Observe the stitching process. Delays could occur due to machine speed inconsistencies or technician intervention for correction.
-Technician Availability During Carcass Unload
 
+step8:Technician Availability During Carcass Unload
 Standard Time: 7 seconds
 Analysis: Ensure a technician is present for the carcass unload. If absent, note their return time and identify potential reasons for their absence.
-
+    
+Correlate Visual Evidence with Delay Reasons
+Cross-reference visual cues from the video with possible delay reasons:
+Technician Handling: Could indicate manual corrections or adjustments.
+Idle Machines: Suggest potential equipment failures or lack of material.
+Absence of Technician: Likely cause of delays when no activity is observed.
+Prioritize Reasons Based on Observed Evidence
+Assign a primary reason for each delay based on the strongest visual and time-based evidence.
+Document secondary reasons if multiple factors contribute to a delay.
+Generate a Comprehensive Report
+Summarize the analysis for each step:
+
+Was the observed time within the standard limit?
+What caused any deviations?
+Suggested corrective actions for identified delays.
+Provide visual snapshots or timestamps from the video to support the findings.
+
+Note:
+Pay special attention to recurring issues across multiple steps.
+Ensure accurate timing by using a stopwatch or frame-based analysis tools for precise observations.
 Please provide your analysis in the following format:
 1. Selected Reason: [State the most likely reason from the given options]
 2. Visual Evidence: [Describe specific visual cues that support your selection]