Imaging Processing with Python

a .gif cycling thru some image manipulation examples

Practice doing image/video processing

How to open/load an image and do some munipulation and output something (ie file(s), image(s) and/or video(s)).

Python Examples
Example Functions
Image Filters / Manipulation
Video Processing
Next Steps

Resizing Image to 400x300 cv2.xphoto.oilPainting(frame, 10, 1)
* GaussianBlur ** cv2.GaussianBlur(frame, (21,21), 0)

![Python oilPainting](/PXL_20220402_222514868.MP-oilpainting_02_25.jpg?raw=true "Python Photo to Image Oil Painting Effect")

Input: an image file
- PXL_20220402_222514868.MP.jpg
- python imageFilterOptions.py --image PXL_20220414_015637240_2.jpg
Output: 6 image files
- oilpainting 50
- oilpainting 25
- oilpainting 10
- RGB Gray Scale
- RGB Heatmap
- BGR Gray Scale
- BRG Heatmap
PXL_20220402_222514868.MP-oilpainting_01_50.jpg PXL_20220402_222514868.MP-oilpainting_02_25.jpg PXL_20220402_222514868.MP-oilpainting_03_10.jpg PXL_20220402_222514868.MP-RGB-GRAY.jpg PXL_20220402_222514868.MP-RGB-Heatmap.jpg PXL_20220402_222514868.MP-BGR-GRAY.jpg PXL_20220402_222514868.MP-BRG-Heatmap.jpg

Image Filename	Python Code	Image Size
PXL_20220402_222514868.MP.jpg	image = cv2.imread(args["image"])	6.4 MB
PXL_20220402_222514868.MP-oilpainting_01_50.jpg	oilpaint50 = cv2.xphoto.oilPainting(image, 50, 1)	2.0 MB
PXL_20220402_222514868.MP-oilpainting_02_25.jpg	oilpaint25 = cv2.xphoto.oilPainting(image, 25, 1)	2.8 MB
PXL_20220402_222514868.MP-oilpainting_03_10.jpg	oilpaint10 = cv2.xphoto.oilPainting(image, 10, 1)	4.2 MB
PXL_20220402_222514868.MP-RGB-GRAY.jpg	img_RGB_Gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)	3.1 MB
PXL_20220402_222514868.MP-RGB-Heatmap.jpg	img_RGB_Heatmap = cv2.applyColorMap(img_RGB_Gray, cv2.COLORMAP_JET)	6.6 MB
PXL_20220402_222514868.MP-BGR-GRAY.jpg	img_BGR = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)	3.1 MB
PXL_20220402_222514868.MP-BRG-Heatmap.jpg	img_BGR_Heatmap = cv2.applyColorMap(img_BGR_Gray, cv2.COLORMAP_JET)	6.7 MB

Input: a video file
- python video_blur_zoom2.py --video 'HHC Backus PHI 1080p.mp4'
- python video_blur_zoom2.py --video 'VID_20200419_194132_2.mp4'
Output: a video file with some image processing
- 2022-03-14 HP PHI Clip_GaussianBlur101.avi

Counting Pixel / Colors
Count Yellow Circles
Animate Objects (Spin & Move)

/Image Examples/PXL_20220402_222514868.MP.jpg /Image Examples/PXL_20220402_222514868.MP-oilpainting_01_50.jpg /Image Examples/PXL_20220402_222514868.MP-oilpainting_02_25.jpg /Image Examples/PXL_20220402_222514868.MP-oilpainting_03_10.jpg /Image Examples/PXL_20220402_222514868.MP-RGB-GRAY.jpg /Image Examples/PXL_20220402_222514868.MP-RGB-Heatmap.jpg /Image Examples/PXL_20220402_222514868.MP-BGR-GRAY.jpg /Image Examples/PXL_20220402_222514868.MP-BRG-Heatmap.jpg