DSatishchandra commited on
Commit
7375396
·
verified ·
1 Parent(s): 02ce8ec

Create fault_detection.py

Browse files
Files changed (1) hide show
  1. modules/fault_detection.py +18 -0
modules/fault_detection.py ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from modules.ai_model import run_inference
2
+
3
+ def detect_faults(video_frame):
4
+ # Process the frame (convert to suitable format if needed)
5
+ outputs = run_inference(video_frame)
6
+
7
+ # Post-process output (bounding boxes, fault detection)
8
+ faults = process_model_output(outputs)
9
+ return faults
10
+
11
+ def process_model_output(outputs):
12
+ # Example: extract faults based on AI output
13
+ faults = []
14
+ if "hotspot" in outputs:
15
+ faults.append("Hotspot Detected")
16
+ if "shading" in outputs:
17
+ faults.append("Shading Detected")
18
+ return faults