使用OpenCV计算滑块缺口(2)
opencv
OpenCV: 开源计算机视觉库
项目地址:https://gitcode.com/gh_mirrors/opencv31/opencv
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上一篇 openCV 计算滑块缺口,执行可能出现问题,这一篇文章,是上一版本的补充(https://blog.csdn.net/weixin_42883164/article/details/137604965)
实现计算滑块缺口的步骤:
接口部分参照上述文章,重写detect_displacement 方法:
def detect_displacement(img_slider_path, image_background_path):
"""detect displacement"""
# # 参数0是灰度模式
image = cv2.imread(img_slider_path, 0)
# print("灰度模式")
# show(image)
image_cv2 = cv2.imread(img_slider_path)
gray = cv2.cvtColor(image_cv2, cv2.COLOR_BGR2GRAY)
# print("BGR模式")
# show(gray)
# 3. 二值化处理
_, binary_image = cv2.threshold(gray, 127, 255, cv2.THRESH_BINARY)
# print("二值化")
# show(binary_image)
# 4. 查找轮廓
contours, hierarchy = cv2.findContours(binary_image, cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
# 5. 在原图上绘制轮廓
image_with_contours = cv2.drawContours(image, contours, -1, (0, 255, 0), 1) # 最后一个参数是轮廓线条的厚度
# print("绘制轮廓")
# show(image_with_contours)
template = cv2.imread(image_background_path, 0)
# show(template)
#使用 matchTemplate 函数进行模板匹配
res = cv2.matchTemplate(_tran_canny(image), _tran_canny(template), cv2.TM_CCOEFF_NORMED)
# 最小值,最大值,并得到最小值, 最大值的索引
min_val, max_val, min_loc, max_loc = cv2.minMaxLoc(res)
print(max_val)
print(max_loc)
# top_left = min_loc[0] # 横坐标
# 展示圈出来的区域
x, y = max_loc # 获取x,y位置坐标
w, h = image.shape[::-1] # 宽高
cv2.rectangle(template, (x, y), (x+w, y+h), (0, 0, 255), 2) #左上 右下 边框颜色,线条厚度
show(template)
top_left = x+w
return top_left
实现效果:
GitHub 加速计划 / opencv31 / opencv
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OpenCV: 开源计算机视觉库
最近提交(Master分支:3 个月前 )
d9a139f9
Animated WebP Support #25608
related issues #24855 #22569
### Pull Request Readiness Checklist
See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request
- [x] I agree to contribute to the project under Apache 2 License.
- [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [x] The PR is proposed to the proper branch
- [x] There is a reference to the original bug report and related work
- [ ] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
Patch to opencv_extra has the same branch name.
- [ ] The feature is well documented and sample code can be built with the project CMake
1 天前
09030615
V4l default image size #25500
Added ability to set default image width and height for V4L capture. This is required for cameras that does not support 640x480 resolution because otherwise V4L capture cannot be opened and failed with "Pixel format of incoming image is unsupported by OpenCV" and then with "can't open camera by index" message. Because of the videoio architecture it is not possible to insert actions between CvCaptureCAM_V4L::CvCaptureCAM_V4L and CvCaptureCAM_V4L::open so the only way I found is to use environment variables to preselect the resolution.
Related bug report is [#25499](https://github.com/opencv/opencv/issues/25499)
Maybe (but not confirmed) this is also related to [#24551](https://github.com/opencv/opencv/issues/24551)
This fix was made and verified in my local environment: capture board AVMATRIX VC42, Ubuntu 20, NVidia Jetson Orin.
### Pull Request Readiness Checklist
See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request
- [X] I agree to contribute to the project under Apache 2 License.
- [X] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [X] The PR is proposed to the proper branch
- [X] There is a reference to the original bug report and related work
- [ ] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
Patch to opencv_extra has the same branch name.
- [ ] The feature is well documented and sample code can be built with the project CMake
1 天前
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