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README

opencv-python学习

ch01基础操作(1.py)

https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_core/py_basic_ops/py_basic_ops.html#basic-ops

ch02数学运算(2.py)

https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_core/py_image_arithmetics/py_image_arithmetics.html

ch03图像处理(3.py 4.py 5.py imageSegmentation.py)

  1. 颜色模式转换,目标检测 https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_colorspaces/py_colorspaces.html#converting-colorspaces
  2. 阈值处理 https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_thresholding/py_thresholding.html
  3. 图像几何变换(旋转、缩放、仿射变换、透视变换) https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_geometric_transformations/py_geometric_transformations.html
  4. 图像平滑处理-(卷积filter2D,均值滤波blur,高斯滤波GaussianBlur,中值滤波medianBlur,双边滤波bilateralFilter) https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_filtering/py_filtering.html
  5. 形态变换(膨胀,腐蚀,开操作,闭操作,形态梯度等) https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_morphological_ops/py_morphological_ops.html
  6. 图像渐变cv2.Sobel(), cv2.Scharr(), cv2.Laplacian() etc. https://opencv24-python-tutorials.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_gradients/py_gradients.html
  7. Canny Edge Detection
  8. 图像分割 https://docs.opencv.org/4.x/d2/dbd/tutorial_distance_transform.html

版本

python 3.8

package  version  latest
Keras-Preprocessing	1.1.2	1.1.2
Markdown	3.3.4	3.3.4
Pillow	8.4.0	
PyWavelets	1.1.1	1.1.1
Shapely	1.8.0	
Werkzeug	2.0.2	2.0.2
absl-py	0.15.0	
astunparse	1.6.3	
attrs	21.2.0	
cachetools	4.2.4	
certifi	2021.10.8	
charset-normalizer	2.0.7	
clang	5.0	
cycler	0.11.0	
flatbuffers	1.12	
gast	0.4.0	
google-auth	2.3.3	
google-auth-oauthlib	0.4.6	
google-pasta	0.2.0	
grpcio	1.41.1	
h5py	3.1.0	
idna	3.3	
imageio	2.10.1	
imgaug	0.4.0	
jsonschema	4.1.2	
keras	2.6.0	
kiwisolver	1.3.2	
labelme2coco	0.1.2	
matplotlib	3.4.3	
networkx	2.6.3	
numpy	1.19.5	
oauthlib	3.1.1	
opencv-python	4.5.4.58	
opt-einsum	3.3.0	
pip	21.3	
protobuf	3.19.1	
pyasn1	0.4.8	
pyasn1-modules	0.2.8	
pyparsing	3.0.4	
pyrsistent	0.18.0	
python-dateutil	2.8.2	
requests	2.26.0	
requests-oauthlib	1.3.0	
rsa	4.7.2	
scikit-image	0.18.3	
scipy	1.7.1	
setuptools	58.2.0	
six	1.15.0	
tensorboard	2.7.0	
tensorboard-data-server	0.6.1	
tensorboard-plugin-wit	1.8.0	
tensorflow	2.6.1	
tensorflow-estimator	2.6.0	
termcolor	1.1.0	
tifffile	2021.11.2	
typing-extensions	3.7.4.3	
urllib3	1.26.7	
wheel	0.37.0	
wrapt	1.12.1	

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