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Interpolation.v1 #281

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Interpolation.v1 #281

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abb4601
updated the requirements.txt
deepthi1107 Mar 4, 2023
ba73896
added rotation of images as data augmentation process
deepthi1107 Mar 5, 2023
2400cc5
added rotation of images as data augmentation process
deepthi1107 Mar 5, 2023
55c9c43
added small change
deepthi1107 Mar 6, 2023
3bf371a
increased the range number for more bright images
deepthi1107 Mar 6, 2023
88626d7
bgr_img
deepthi1107 Mar 6, 2023
2d5746a
reading rgb image
deepthi1107 Mar 7, 2023
847c3af
reading LAB image
deepthi1107 Mar 7, 2023
fb0c414
rename the variable
deepthi1107 Mar 7, 2023
68497de
reading XYZ image
deepthi1107 Mar 7, 2023
42bfd29
increase the number of contrast images
deepthi1107 Mar 7, 2023
1ed1eed
increase the number of contrast images
deepthi1107 Mar 7, 2023
c998117
added center crop as a step in data argumentation
deepthi1107 Mar 8, 2023
920939b
added mean blur feature as a data argumentation technique
deepthi1107 Mar 9, 2023
fe30edf
added median blur
deepthi1107 Mar 9, 2023
c933204
added interpolation technique
deepthi1107 Mar 9, 2023
c0a1e08
addded 2nd technique of interpolation of image
deepthi1107 Mar 9, 2023
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439 changes: 372 additions & 67 deletions DataCollection/ImageAugmentation.ipynb
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23 changes: 12 additions & 11 deletions requirements.txt
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Original file line number Diff line number Diff line change
@@ -1,12 +1,13 @@
numpy==1.19.2
matplotlib==3.3.2
numpy==1.22.0
matplotlib==3.6.3
sklearn==0.0
torch==1.6.0
torchvision==0.7.0
opencv-contrib-python==4.3.0.36
opencv-python==4.3.0.36
scikit-image==0.17.2
scikit-learn==0.23.2
scipy==1.5.2
Pillow==7.2.0
pyflakes==2.2.0
torch==1.13.1
torchvision==0.14.1
opencv-contrib-python==4.7.0.68
opencv-python==4.7.0.68
scikit-image==0.19.3
scikit-learn==0.24.2
scipy==1.10.0
Pillow==9.0.1
pyflakes==2.5.0