Spaces:
Sleeping
Sleeping
Create live_review.py
Browse files- live_review.py +30 -0
live_review.py
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# live_review.py
|
2 |
+
|
3 |
+
import cv2
|
4 |
+
import numpy as np
|
5 |
+
import tempfile
|
6 |
+
from utils import analyze_frame_sequence, overlay_annotations, make_decision
|
7 |
+
|
8 |
+
def analyze_live_video(video):
|
9 |
+
cap = cv2.VideoCapture(video)
|
10 |
+
frames = []
|
11 |
+
while True:
|
12 |
+
ret, frame = cap.read()
|
13 |
+
if not ret:
|
14 |
+
break
|
15 |
+
frames.append(frame)
|
16 |
+
cap.release()
|
17 |
+
|
18 |
+
recent_frames = frames[-30:] if len(frames) > 30 else frames
|
19 |
+
analysis = analyze_frame_sequence(recent_frames)
|
20 |
+
decision, reason = make_decision(analysis)
|
21 |
+
|
22 |
+
annotated_frames = overlay_annotations(recent_frames, analysis)
|
23 |
+
output_path = tempfile.NamedTemporaryFile(suffix=".mp4", delete=False).name
|
24 |
+
h, w = recent_frames[0].shape[:2]
|
25 |
+
out = cv2.VideoWriter(output_path, cv2.VideoWriter_fourcc(*'mp4v'), 20.0, (w, h))
|
26 |
+
for f in annotated_frames:
|
27 |
+
out.write(f)
|
28 |
+
out.release()
|
29 |
+
|
30 |
+
return decision, reason, output_path
|