opencv gpu cuda项目整理
【摘要】 光流算法:
GPU based optical flow extraction in OpenCV
https://github.com/feichtenhofer/gpu_flow
不是gpu的光流算法:
https://github.com/gurkirt/optical-flow
...
光流算法:
GPU based optical flow extraction in OpenCV
https://github.com/feichtenhofer/gpu_flow
不是gpu的光流算法:
https://github.com/gurkirt/optical-flow
gpu测试:
https://github.com/ariandyy/gpu_testing
多尺度检测:
Python OpenCV GPU Face Detection
视频稳像:
https://github.com/alexanderkoumis/opencv-gpu-py
cpu/gpu性能比较
https://github.com/rsteiger/opencv_surf_performance
-
+=====================================================+
-
| CPU |
-
+=====================================================+
-
| Total Feature Detection Time: 13.81 s |
-
| Average Feature Detection Time: 575.26 ms |
-
| Total Descriptor Extraction Time: 23.05 s |
-
| Average Descriptor Extraction Time: 960.42 ms |
-
| Total Calculation Time: 36.86 s |
-
| Average Calculation Time: 1535.69 ms |
-
+=====================================================+
-
| GPU |
-
+=====================================================+
-
| Total Feature Detection Time: 2.12 s |
-
| Average Feature Detection Time: 88.38 ms |
-
| Total Descriptor Extraction Time: 1.09 s |
-
| Average Descriptor Extraction Time: 45.23 ms |
-
| Total Calculation Time (including bus): 19.03 s |
-
| Average Calculation Time: 792.97 ms |
-
+=====================================================+
-
| Comparison |
-
+=====================================================+
-
| GPU Feature Detection Speedup: 6.51 x |
-
| GPU Descriptor Extraction Speedup: 21.24 x |
-
| GPU Combined Speedup: 11.49 x |
-
| GPU Overall Speedup: 1.94 x |
-
+=====================================================+
实时对数极性滤波
https://github.com/tremalnaik/real_time_log_polar_filtering
OpenCV GPU Module Benchmark
https://github.com/Yougmark/opencv_gpu_benchmark
这个有makefile
基于OpenCV的图像边缘检测,用于测试使用gpu能多大程度上加快图像处理
https://github.com/SongWalker/testCanny
object-detect
https://github.com/bokiscout/object-detect
Image Processing on GPU using OpenCV
https://github.com/tejusp/Image-Processing-on-GPU-using-OpenCV
文章来源: blog.csdn.net,作者:网奇,版权归原作者所有,如需转载,请联系作者。
原文链接:blog.csdn.net/jacke121/article/details/56055007
【版权声明】本文为华为云社区用户转载文章,如果您发现本社区中有涉嫌抄袭的内容,欢迎发送邮件进行举报,并提供相关证据,一经查实,本社区将立刻删除涉嫌侵权内容,举报邮箱:
cloudbbs@huaweicloud.com
- 点赞
- 收藏
- 关注作者
评论(0)