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Description
Python kernel keeps getting dead.
When I open the CV2 feed. It keeps getting crashed (not responding window).
In this code : cap = cv2.VideoCapture(0)
# Set mediapipe model
with mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5) as holistic:
while cap.isOpened():
# Read feed
ret, frame = cap.read()
# Make detections
image, results = mediapipe_detection(frame, holistic)
print(results)
# Draw landmarks
draw_styled_landmarks(image, results)
# Show to screen
cv2.imshow('OpenCV Feed', image)
# Break gracefully
if cv2.waitKey(10) & 0xFF == ord('q'):
break
cap.release()
cv2.destroyAllWindows()```
-> It's working fine but in this code:
```python
cap = cv2.VideoCapture(0)
with mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5) as holistic:
for action in actions:
for sequence in range(start_folder, start_folder+no_sequences):
for frame_num in range(sequence_length):
ret, frame = cap.read()
image, results = mediapipe_detection(frame, holistic)
draw_styled_landmarks(image, results)
if frame_num == 0:
cv2.putText(image, 'STARTING COLLECTION', (120,200),
cv2.FONT_HERSHEY_SIMPLEX, 1, (0,255, 0), 4, cv2.LINE_AA)
cv2.putText(image, 'Collecting frames for {} Video Number {}'.format(action, sequence), (15,12),
cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255), 1, cv2.LINE_AA)
cv2.imshow('OpenCV Feed', image)
cv2.waitKey(500)
else:
cv2.putText(image, 'Collecting frames for {} Video Number {}'.format(action, sequence), (15,12),
cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255), 1, cv2.LINE_AA)
cv2.imshow('OpenCV Feed', image)
keypoints = extract_keypoints(results)
npy_path = os.path.join(DATA_PATH, action, str(sequence), str(frame_num))
np.save(npy_path, keypoints)
if cv2.waitKey(10) & 0xFF == ord('q'):
break
cap.release()
cv2.destroyAllWindows()
It's getting crashed.
It just open the CV2 feed window and freeze.
This code worked just fine a month ago.
I'm using Python 3.11.5 because it's the highest version that is compatible with TensorFlow.
I updated all the outdated library.
Use the environment approach.
While running my task manager show python task for few second.
There is no change in CPU usage, but memory usage increases by 900 MB to 1 GB.
I don't know what causes the problem?
Tried updating BIOS,system, libraries, pip, environment approach.
I also use cv2 windowthread method.