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read of rgb image in GenerateImages.py #288

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read of rgb image in GenerateImages.py #288

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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
90f260d
rgb_image_added_in_generate
deepthi1107 Mar 10, 2023
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6 changes: 6 additions & 0 deletions DataCollection/GenerateImages.py
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Original file line number Diff line number Diff line change
Expand Up @@ -243,6 +243,12 @@ def _decay_value_radically_norm(x, centers, max_value, min_value, dev):
i += 1
cv2.imwrite(savePath, median)

# RGB image
imgRGB=cv2.imread(path,cv2.COLOR_BAYER_BG2RGB)
savePath = output + str(i) + ".png"
i += 1
cv2.imwrite(savePath, imgRGB)

# Bilateral Filtering
blur = cv2.bilateralFilter(image,9,75,75)
savePath = output + str(i) + ".png"
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203 changes: 138 additions & 65 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