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Depthwise Convolution layer with 5x5 kernel much slower than 4.7.0 Β· Issue #23941 Β· opencv/opencv Β· GitHub
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Description
System Information
macOS M2
OpenCV 4.7.0 and 4.8.0
python
Detailed description
mediapipe palm detection model from OpenCV zoo show the inference time is double than the 4.7.0 version.
reference: https://github.com/opencv/opencv_zoo/pull/190/files#r1252471348
Model file: https://github.com/opencv/opencv_zoo/blob/main/models/palm_detection_mediapipe/palm_detection_mediapipe_2023feb.onnx
Layer by Layer performance test results:
palm_4.7.txt
palm_4.8.txt
depth wise convolution inference time is 3 times than 4.7.0 version.
Steps to reproduce
just run benchmark in OpenCV zoo
Issue submission checklist
- I report the issue, it's not a question
- I checked the problem with documentation, FAQ, open issues, forum.opencv.org, Stack Overflow, etc and have not found any solution
- I updated to the latest OpenCV version and the issue is still there
- There is reproducer code and related data files (videos, images, onnx, etc)
zihaomu
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