Interactive tool for image pre-processing and automated pipeline creation
Project description
imp3 (Image pre-preocessing pipeline) :
Interactive tool for image pre-processing and automated pipeline creation
Following is the list of included pre_preocessors
0. read_im
Folowwing methods are available:
a. read_to_openCV
b.
1. map_colore_space
Folowwing methods are available:
a. rgb_to_gray
b. rgb_to_hsv
c. rgb_to_lab
d. rgb_to_brg
e. ch_one
f. ch_two
g. ch_three
h. merge_first_two_ch
i. merge_last_two_ch
Brightness and Contrast
3. hist and hiss=togram equilisation
Folowwing methods are available:
a.
2. smooth
Folowwing methods are available:
a. avg
b. gaussian
c. median
d. bilateral
4. threshold
Folowwing methods are available:
a. thresh
b. adaptive_thresh
c. otsu
d.
5. edge
Folowwing methods are available:
a. sobel
b. laplasian
c. canny
d.
6. dialate
Folowwing methods are available:
a.
7. erode
Folowwing methods are available:
a.
8. contour
Folowwing methods are available:
a. avg
b. gaussian
c. median
d. bilateral
9. shape detection
10. Hough Transform
11. harr cascade
Development tools:
- setuptools (https://pypi.org/project/setuptools/): Used to create a python package
- pipreqs (https://pypi.org/project/pipreqs/): Used to create requirements.txt file
- twine (https://pypi.org/project/twine/): Used to upload the package to pypi.org
- Github Actions (): Used to automate the process of uploading the package to pypi.org
- pytest (https://pypi.org/project/pytest/): Used to write unit tests
- wheel (https://pypi.org/project/wheel/): Used to create a wheel file
Project details
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