Unit 2.2 Data Compression, Images
Lab will perform alterations on images, manipulate RGB values, and reduce the number of pixels. College Board requires you to learn about Lossy and Lossless compression.
• 20 min read
- Enumerate "Data" Big Idea from College Board
- Image Files and Size
- Python Libraries and Concepts used for Jupyter and Files/Directories
- Reading and Encoding Images (2 implementations follow)
- Data Structures, Imperative Programming Style, and working with Images
- Data Structures and OOP
- Additionally, review all the imports in these three demos. Create a definition of their purpose, specifically these ...
- Hacks
- Red scale
- Experimentation with PIL
- Red screening
Enumerate "Data" Big Idea from College Board
Some of the big ideas and vocab that you observe, talk about it with a partner ...
- "Data compression is the reduction of the number of bits needed to represent data"
- "Data compression is used to save transmission time and storage space."
- "lossy data can reduce data but the original data is not recovered"
- "lossless data lets you restore and recover"
The Image Lab Project contains a plethora of College Board Unit 2 data concepts. Working with Images provides many opportunities for compression and analyzing size.
Image Files and Size
Here are some Images Files. Download these files, load them into
images
directory under _notebooks in your Blog. - Clouds Impression
Describe some of the meta data and considerations when managing Image files. Describe how these relate to Data Compression ...
- File Type, PNG and JPG are two types used in this lab The file types are stored into the buffer. The contents of the file (pixels) are encoded into base64 so that they can shown in an HTML format.
- Size, height and width, number of pixels These are attributtes of the image. They can be adjusted so that things such as the size of the image can be changed.
- Visual perception, lossy compression When images are more complicated, such as having lots of different pixels, this can result in lossy compression. Lossy compression reduces the quality of the image because data is lost.
Python Libraries and Concepts used for Jupyter and Files/Directories
Introduction to displaying images in Jupyter notebook
IPython
Support visualization of data in Jupyter notebooks. Visualization is specific to View, for the web visualization needs to be converted to HTML.
pathlib
File paths are different on Windows versus Mac and Linux. This can cause problems in a project as you work and deploy on different Operating Systems (OS's), pathlib is a solution to this problem.
- What are commands you use in terminal to access files?
cd
can be used to move between directories.
-
What are the command you use in Windows terminal to access files?
cd
can also be used in Windows to move between directories. -
What are some of the major differences?
A big difference is that file paths in Linux use
/
(forward slash), while file paths in Windows use\
(backslash). This can be an issue if projects are moved between different operating systems because a path specification on one operating system may not translate to another.
Provide what you observed, struggled with, or leaned while playing with this code.
- Why is path a big deal when working with images? Images might be present in different directories that could interfere with the code. For instance, one probelm I originally had was that I added my images in a folder that I created. I then had to change the images path in my code to account for this change in path.
- How does the meta data source and label relate to Unit 5 topics? These are like attributes, similar to how an object has attributes.
- Look up IPython, describe why this is interesting in Jupyter Notebooks for both Pandas and Images?
IPython is basically the precursor to Jupyter Notebooks. I'm not really sure how this realtes to the
import
statement in the Python code below. I googled this for awhile, and the closest I got to was thatIPython
has APIs, for example,IPython.display
is an API. This is the link that says how IPython is an API.
from IPython.display import Image, display
from pathlib import Path # https://medium.com/@ageitgey/python-3-quick-tip-the-easy-way-to-deal-with-file-paths-on-windows-mac-and-linux-11a072b58d5f
# prepares a series of images
def image_data(path=Path("images/"), images=None): # path of static images is defaulted
if images is None: # default image
images = [
{'source': "Peter Carolin", 'label': "Clouds Impression", 'file': "clouds-impression.png"},
{'source': "Peter Carolin", 'label': "Lassen Volcano", 'file': "lassen-volcano-original.jpg"},
{'source': "Peter Carolin", 'label': "Lassen Volcano", 'file': "happyFace.png"}
]
for image in images:
# File to open
image['filename'] = path / image['file'] # file with path
return images
def image_display(images):
for image in images:
display(Image(filename=image['filename']))
# Run this as standalone tester to see sample data printed in Jupyter terminal
if __name__ == "__main__":
# print parameter supplied image
green_square = image_data(images=[{'source': "Internet", 'label': "Green Square", 'file': "green-square-16.png"}])
image_display(green_square)
# display default images from image_data()
default_images = image_data()
image_display(default_images)
[{'source': 'Internet', 'label': 'Green Square', 'file': 'green-square-16.png'}]
None
Reading and Encoding Images (2 implementations follow)
PIL (Python Image Library)
Pillow or PIL provides the ability to work with images in Python. Geeks for Geeks shows some ideas on working with images.
base64
Image formats (JPG, PNG) are often called *Binary File formats, it is difficult to pass these over HTTP. Thus, base64 converts binary encoded data (8-bit, ASCII/Unicode) into a text encoded scheme (24 bits, 6-bit Base64 digits). Thus base64 is used to transport and embed binary images into textual assets such as HTML and CSS.- How is Base64 similar or different to Binary and Hexadecimal? Base64 is used to transport binary. It is different from binary in that it translates binary into printable text for mediums that do not support transmitting binary.
- Translate first 3 letters of your name to Base64. bGls
numpy
Numpy is described as "The fundamental package for scientific computing with Python". In the Image Lab, a Numpy array is created from the image data in order to simplify access and change to the RGB values of the pixels, converting pixels to grey scale.
io, BytesIO
Input and Output (I/O) is a fundamental of all Computer Programming. Input/output (I/O) buffering is a technique used to optimize I/O operations. In large quantities of data, how many frames of input the server currently has queued is the buffer. In this example, there is a very large picture that lags.
- Where have you been a consumer of buffering? I have been a consumer of buffering when web pages load slowly.
- From your consumer experience, what effects have you experienced from buffering?
I get impatient when things load slowly.- How do these effects apply to images? Images take a long time to load.
Data Structures, Imperative Programming Style, and working with Images
Introduction to creating meta data and manipulating images. Look at each procedure and explain the the purpose and results of this program. Add any insights or challenges as you explored this program.
- Does this code seem like a series of steps are being performed? This code seems like a series of steps because the program goes through each line of code and calls functions as needed.
- Describe Grey Scale algorithm in English or Pseudo code? The gray scale algorithm uses numpy to iterate through each pixel in the image. It then changes the RGB values of each pixel based on what the user defined.
- Describe scale image? What is before and after on pixels in three images? The PIL library is used to resize the images. The height is calculated based on the width of the image.
- Is scale image a type of compression? If so, line it up with College Board terms described? The image is compressed. It is probably lossless compression, but even after searching, I have not arrived at a definite conclusion yet.
Notes on code below (things that I learned):The function display
is part of IPython. This can be seen with the import statement, from IPython.display import HTML, display
. This allows the Jupyter Notebook to show the images.
In this line of code:
image['html'] = '<img src="data:image/png;base64,%s">' % image_to_base64(image['pil'], image['format'])
The %s
means that it will format the string as a string data type. The following string is the image in base64 (the method seems to encode and then decode? Which is interesting because the output returned seems to still be in base64)
from IPython.display import HTML, display
from pathlib import Path # https://medium.com/@ageitgey/python-3-quick-tip-the-easy-way-to-deal-with-file-paths-on-windows-mac-and-linux-11a072b58d5f
from PIL import Image as pilImage # as pilImage is used to avoid conflicts
from io import BytesIO
import base64
import numpy as np
# prepares a series of images
def image_data(path=Path("images/"), images=None): # path of static images is defaulted
if images is None: # default image
images = [
{'source': "Internet", 'label': "Green Square", 'file': "green-square-16.png"},
{'source': "Peter Carolin", 'label': "Clouds Impression", 'file': "clouds-impression.png"},
{'source': "Peter Carolin", 'label': "Lassen Volcano", 'file': "lassen-volcano-original.jpg"}
]
for image in images:
# File to open
image['filename'] = path / image['file'] # file with path
return images
# Large image scaled to baseWidth of 320
def scale_image(img):
baseWidth = 320
scalePercent = (baseWidth/float(img.size[0]))
scaleHeight = int((float(img.size[1])*float(scalePercent)))
scale = (baseWidth, scaleHeight)
return img.resize(scale)
# PIL image converted to base64
def image_to_base64(img, format):
with BytesIO() as buffer:
img.save(buffer, format)
print("LOOK")
print(base64.b64encode(buffer.getvalue()).decode())
return base64.b64encode(buffer.getvalue()).decode()
# Set Properties of Image, Scale, and convert to Base64
def image_management(image): # path of static images is defaulted
# Image open return PIL image object
img = pilImage.open(image['filename'])
# Python Image Library operations
image['format'] = img.format
image['mode'] = img.mode
image['size'] = img.size
# Scale the Image
img = scale_image(img)
image['pil'] = img
image['scaled_size'] = img.size
# Scaled HTML
image['html'] = '<img src="data:image/png;base64,%s">' % image_to_base64(image['pil'], image['format'])
# Create Grey Scale Base64 representation of Image
def image_management_add_html_grey(image):
# Image open return PIL image object
img = image['pil']
format = image['format']
img_data = img.getdata() # Reference https://www.geeksforgeeks.org/python-pil-image-getdata/
image['data'] = np.array(img_data) # PIL image to numpy array
image['gray_data'] = [] # key/value for data converted to gray scale
# 'data' is a list of RGB data, the list is traversed and hex and binary lists are calculated and formatted
for pixel in image['data']:
# create gray scale of image, ref: https://www.geeksforgeeks.org/convert-a-numpy-array-to-an-image/
average = (pixel[0] + pixel[1] + pixel[2]) // 3 # average pixel values and use // for integer division
if len(pixel) > 3:
image['gray_data'].append((average, average, average, pixel[3])) # PNG format
else:
image['gray_data'].append((average, average, average))
# end for loop for pixels
img.putdata(image['gray_data'])
image['html_grey'] = '<img src="data:image/png;base64,%s">' % image_to_base64(img, format)
# Jupyter Notebook Visualization of Images
if __name__ == "__main__":
# Use numpy to concatenate two arrays
images = image_data()
# Display meta data, scaled view, and grey scale for each image
for image in images:
image_management(image)
print("---- meta data -----")
print(image['label'])
print(image['source'])
print(image['format'])
print(image['mode'])
print("Original size: ", image['size'])
print("Scaled size: ", image['scaled_size'])
print("-- original image --")
display(HTML(image['html']))
print("--- grey image ----")
image_management_add_html_grey(image)
display(HTML(image['html_grey']))
print()
LOOK 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 ---- meta data ----- Green Square Internet PNG RGBA Original size: (16, 16) Scaled size: (320, 320) -- original image --
--- grey image ---- LOOK 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 ---- meta data ----- Clouds Impression Peter Carolin PNG RGBA Original size: (320, 234) Scaled size: (320, 234) -- original image --
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 ---- meta data ----- Lassen Volcano Peter Carolin JPEG RGB Original size: (2792, 2094) Scaled size: (320, 240) -- original image --
--- grey image ---- LOOK 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
Hack: RGBscale
Data Structures and OOP
Most data structures classes require Object Oriented Programming (OOP). Since this class is lined up with a College Course, OOP will be talked about often. Functionality in remainder of this Blog is the same as the prior implementation. Highlight some of the key difference you see between imperative and oop styles.
- Read imperative and object-oriented programming on Wikipedia
- Consider how data is organized in two examples, in relations to procedures
- Look at Parameters in Imperative and Self in OOP
Additionally, review all the imports in these three demos. Create a definition of their purpose, specifically these ...
- PIL
- numpy
- base64
PIL is a library that provides image editing capabilities. In the example below, PIL is used to scale the image, as seen with .resize()
. First, PIL opens the image provided, and then scales the image.
numpy is mainly a mathmaetical library that works with arrays. numpy is used in this example to convert the image to gray scale. It takes in the dimensions of the image as pixels in an array format and then maniuplates the RGB value of each pixel.
from IPython.display import HTML, display
from pathlib import Path # https://medium.com/@ageitgey/python-3-quick-tip-the-easy-way-to-deal-with-file-paths-on-windows-mac-and-linux-11a072b58d5f
from PIL import Image as pilImage # as pilImage is used to avoid conflicts
from io import BytesIO
import base64
import numpy as np
class Image_Data:
def __init__(self, source, label, file, path, baseWidth=320):
self._source = source # variables with self prefix become part of the object,
self._label = label
self._file = file
self._filename = path / file # file with path
self._baseWidth = baseWidth
# Open image and scale to needs
self._img = pilImage.open(self._filename)
self._format = self._img.format
self._mode = self._img.mode
self._originalSize = self.img.size
self.scale_image()
self._html = self.image_to_html(self._img)
self._html_grey = self.image_to_html_grey()
@property
def source(self):
return self._source
@property
def label(self):
return self._label
@property
def file(self):
return self._file
@property
def filename(self):
return self._filename
@property
def img(self):
return self._img
@property
def format(self):
return self._format
@property
def mode(self):
return self._mode
@property
def originalSize(self):
return self._originalSize
@property
def size(self):
return self._img.size
@property
def html(self):
return self._html
@property
def html_grey(self):
return self._html_grey
# Large image scaled to baseWidth of 320
def scale_image(self):
scalePercent = (self._baseWidth/float(self._img.size[0]))
scaleHeight = int((float(self._img.size[1])*float(scalePercent)))
scale = (self._baseWidth, scaleHeight)
self._img = self._img.resize(scale)
# PIL image converted to base64
def image_to_html(self, img):
with BytesIO() as buffer:
img.save(buffer, self._format)
return '<img src="data:image/png;base64,%s">' % base64.b64encode(buffer.getvalue()).decode()
# Create Grey Scale Base64 representation of Image
def image_to_html_grey(self):
img_grey = self._img
numpy = np.array(self._img.getdata()) # PIL image to numpy array
grey_data = [] # key/value for data converted to gray scale
# 'data' is a list of RGB data, the list is traversed and hex and binary lists are calculated and formatted
for pixel in numpy:
# create gray scale of image, ref: https://www.geeksforgeeks.org/convert-a-numpy-array-to-an-image/
average = (pixel[0] + pixel[1] + pixel[2]) // 3 # average pixel values and use // for integer division
if len(pixel) > 3:
grey_data.append((average, average, average, pixel[3])) # PNG format
else:
grey_data.append((average, average, average))
# end for loop for pixels
img_grey.putdata(grey_data)
return self.image_to_html(img_grey)
# prepares a series of images, provides expectation for required contents
def image_data(path=Path("images/"), images=None): # path of static images is defaulted
if images is None: # default image
images = [
{'source': "Internet", 'label': "Green Square", 'file': "green-square-16.png"},
{'source': "Peter Carolin", 'label': "Clouds Impression", 'file': "clouds-impression.png"},
{'source': "Peter Carolin", 'label': "Lassen Volcano", 'file': "lassen-volcano-original.jpg"}
]
return path, images
# turns data into objects
def image_objects():
id_Objects = []
path, images = image_data()
for image in images:
id_Objects.append(Image_Data(source=image['source'],
label=image['label'],
file=image['file'],
path=path,
))
return id_Objects
# Jupyter Notebook Visualization of Images
if __name__ == "__main__":
for ido in image_objects(): # ido is an Imaged Data Object
print("---- meta data -----")
print(ido.label)
print(ido.source)
print(ido.file)
print(ido.format)
print(ido.mode)
print("Original size: ", ido.originalSize)
print("Scaled size: ", ido.size)
print("-- scaled image --")
display(HTML(ido.html))
print("--- grey image ---")
display(HTML(ido.html_grey))
print()
---- meta data ----- Green Square Internet green-square-16.png PNG RGBA Original size: (16, 16) Scaled size: (320, 320) -- scaled image --
--- grey image ---
---- meta data ----- Clouds Impression Peter Carolin clouds-impression.png PNG RGBA Original size: (320, 234) Scaled size: (320, 234) -- scaled image --
--- grey image ---
---- meta data ----- Lassen Volcano Peter Carolin lassen-volcano-original.jpg JPEG RGB Original size: (2792, 2094) Scaled size: (320, 240) -- scaled image --
--- grey image ---
Hacks
Early Seed award
- Add this Blog to you own Blogging site.
- In the Blog add a Happy Face image.
- Have Happy Face Image open when Tech Talk starts, running on localhost. Don't tell anyone. Show to Teacher.
AP Prep
- In the Blog add notes and observations on each code cell that request an answer.
- In blog add College Board practice problems for 2.2
- Choose 2 images, one that will more likely result in lossy data compression and one that is more likely to result in lossless data compression. Explain. An image that might result in lossy data compression could be one that has a lot of color. For instance, the clouds-impression image could be an example. On the other hand, the green-scare would probably result in lossless data compression because the only color is green.
Project Addition
- If your project has images in it, try to implement an image change that has a purpose. (Ex. An item that has been sold out could become gray scale)
Pick a programming paradigm and solve some of the following ...
- Numpy, manipulating pixels. As opposed to Grey Scale treatment, pick a couple of other types like red scale, green scale, or blue scale. We want you to be manipulating pixels in the image.
- Binary and Hexadecimal reports. Convert and produce pixels in binary and Hexadecimal and display.
- Compression and Sizing of images. Look for insights into compression Lossy and Lossless. Look at PIL library and see if there are other things that can be done.
- There are many effects you can do as well with PIL. Blur the image or write Meta Data on screen, aka Title, Author and Image size.
from IPython.display import HTML, display
from pathlib import Path # https://medium.com/@ageitgey/python-3-quick-tip-the-easy-way-to-deal-with-file-paths-on-windows-mac-and-linux-11a072b58d5f
from PIL import Image as pilImage # as pilImage is used to avoid conflicts
from io import BytesIO
import base64
import numpy as np
# prepares a series of images
def image_data(path=Path("images/"), images=None): # path of static images is defaulted
if images is None: # default image
images = [
{'source': "Internet", 'label': "Green Square", 'file': "green-square-16.png"},
{'source': "Peter Carolin", 'label': "Clouds Impression", 'file': "clouds-impression.png"},
{'source': "Peter Carolin", 'label': "Lassen Volcano", 'file': "lassen-volcano-original.jpg"}
]
for image in images:
# File to open
image['filename'] = path / image['file'] # file with path
return images
# Large image scaled to baseWidth of 320
def scale_image(img):
baseWidth = 320
scalePercent = (baseWidth/float(img.size[0]))
scaleHeight = int((float(img.size[1])*float(scalePercent)))
scale = (baseWidth, scaleHeight)
return img.resize(scale)
# PIL image converted to base64
def image_to_base64(img, format):
with BytesIO() as buffer:
img.save(buffer, format)
return base64.b64encode(buffer.getvalue()).decode()
# Set Properties of Image, Scale, and convert to Base64
def image_management(image): # path of static images is defaulted
# Image open return PIL image object
img = pilImage.open(image['filename'])
# Python Image Library operations
image['format'] = img.format
image['mode'] = img.mode
image['size'] = img.size
# Scale the Image
img = scale_image(img)
image['pil'] = img
image['scaled_size'] = img.size
# Scaled HTML
image['html'] = '<img src="data:image/png;base64,%s">' % image_to_base64(image['pil'], image['format'])
# Create Grey Scale Base64 representation of Image
def image_management_add_html_grey(image):
# Image open return PIL image object
img = image['pil']
format = image['format']
img_data = img.getdata() # Reference https://www.geeksforgeeks.org/python-pil-image-getdata/
image['data'] = np.array(img_data) # PIL image to numpy array
image['gray_data'] = [] # key/value for data converted to gray scale
# 'data' is a list of RGB data, the list is traversed and hex and binary lists are calculated and formatted
for pixel in image['data']:
# create gray scale of image, ref: https://www.geeksforgeeks.org/convert-a-numpy-array-to-an-image/
image['gray_data'].append((pixel[0], 0, 0))
# end for loop for pixels
img.putdata(image['gray_data'])
image['html_grey'] = '<img src="data:image/png;base64,%s">' % image_to_base64(img, format)
# Jupyter Notebook Visualization of Images
if __name__ == "__main__":
# Use numpy to concatenate two arrays
images = image_data()
# Display meta data, scaled view, and grey scale for each image
for image in images:
image_management(image)
print("---- meta data -----")
print(image['label'])
print(image['source'])
print(image['format'])
print(image['mode'])
print("Original size: ", image['size'])
print("Scaled size: ", image['scaled_size'])
print("-- original image --")
display(HTML(image['html']))
print("--- grey image ----")
image_management_add_html_grey(image)
display(HTML(image['html_grey']))
print()
---- meta data ----- Green Square Internet PNG RGBA Original size: (16, 16) Scaled size: (320, 320) -- original image --
--- grey image ----
---- meta data ----- Clouds Impression Peter Carolin PNG RGBA Original size: (320, 234) Scaled size: (320, 234) -- original image --
--- grey image ----
---- meta data ----- Lassen Volcano Peter Carolin JPEG RGB Original size: (2792, 2094) Scaled size: (320, 240) -- original image --
--- grey image ----
Experimentation with PIL
Below is some code and documentation of what I learned through the PIL documentation.
PIL is an image manipulation library. However, one thing that usually pops up on PIL tutorials is variable name.show()
. This does not work in a Jupyter notebook file because .show()
opens up a new window that shows the image. This only works when you run in a Python file.
As a result, you need to use IPython.display. Something neat with IPython.display
is that this function can directly show PIL images; there is no need to convert to a reconizable file type.
from IPython.display import HTML, display, Image
from pathlib import Path # https://medium.com/@ageitgey/python-3-quick-tip-the-easy-way-to-deal-with-file-paths-on-windows-mac-and-linux-11a072b58d5f
from PIL import Image as pilImage # as pilImage is used to avoid conflicts
from PIL import ImageEnhance
from PIL import ImageFilter
import PIL
from io import BytesIO
import base64
import numpy as np
# Jupyter Notebook Visualization of Images
if __name__ == "__main__":
path = Path("images/clouds-impression.png")
display(Image(path))
img = pilImage.open("images/clouds-impression.png")
print("Metadata: ")
print("Size of image: " + str(img.size))
print("Image type: " + str(img.format))
print()
print("***********************************************")
print("Rotated image")
# rotate the image
img2 = img.rotate(90, PIL.Image.NEAREST, expand=1)
display(img2)
print()
newimg = pilImage.open(r"images/clouds-impression.png")
print("***********************************************")
print("Blurred image: ")
blur = newimg.filter(ImageFilter.BLUR)
display(blur)
Metadata: Size of image: (320, 234) Image type: PNG *********************************************** Rotated image
*********************************************** Cropped image:
from IPython.display import HTML, display, Image
from pathlib import Path # https://medium.com/@ageitgey/python-3-quick-tip-the-easy-way-to-deal-with-file-paths-on-windows-mac-and-linux-11a072b58d5f
from PIL import Image as pilImage # as pilImage is used to avoid conflicts
from PIL import ImageEnhance
from PIL import ImageFilter
import PIL
from io import BytesIO
import base64
import numpy as np
# Jupyter Notebook Visualization of Images
if __name__ == "__main__":
img = pilImage.open('images/stop.jpg')
rgba = img.convert('RGBA')
data = rgba.getdata()
green_rgb = (0, 128, 0) # change it to your exact bg color
#average = (pixel[0] + pixel[1] + pixel[2]) // 3 # average pixel values and use // for integer division
#new_data = [item if item[:-1][0] == 0 else (255, 255, 255, 0) for item in data]
new_data = []
for item in data:
average = (item[0] + item[1] + item[2]) // 3
if item[0] >= average * 1.5:
new_data.append((255, 255, 255, 0))
else:
new_data.append(item)
rgba.putdata(new_data)
rgba.save('changed.png', 'PNG')
print("Original picture: ")
path = Path("images/stop.jpg")
display(Image(path))
print("Red screening: ")
path = Path("changed.png")
display(Image(path))
Original picture:
Red screening: