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PIL pilot image processing [1] - installation and creation
2022-06-11 19:09:00 【html_ finder】
----------- I'm sorry , The catalog doesn't seem to work --------- Change to 2022.5.30 21 when
Catalog
-4-Create- Create a new picture .
-5- When you want to change the picture format 【 See above 】 when .
-6- When you want to open a picture
-1-Download install
1. open command(cmd) window
2. Input instruction :
error :
pip install PILresult :
ERROR: Could not find a version that satisfies the requirement PIL (from versions: none)
ERROR: No matching distribution found for PIL---
correct :
pip install Pillow-2-import Import
What's interesting is that , Import requires input :
import PILperhaps
from PIL import *Single file :
from PIL import ...-3- All the files
See for yourself !
|-PIL ---<dir>
| |-BdfFontFile.py ---<file>
| |-BlpImagePlugin.py ---<file>
| |-BmpImagePlugin.py ---<file>
| |-BufrStubImagePlugin.py ---<file>
| |-ContainerIO.py ---<file>
| |-CurImagePlugin.py ---<file>
| |-DcxImagePlugin.py ---<file>
| |-DdsImagePlugin.py ---<file>
| |-EpsImagePlugin.py ---<file>
| |-ExifTags.py ---<file>
| |-features.py ---<file>
| |-FitsStubImagePlugin.py ---<file>
| |-FliImagePlugin.py ---<file>
| |-FontFile.py ---<file>
| |-FpxImagePlugin.py ---<file>
| |-FtexImagePlugin.py ---<file>
| |-GbrImagePlugin.py ---<file>
| |-GdImageFile.py ---<file>
| |-GifImagePlugin.py ---<file>
| |-GimpGradientFile.py ---<file>
| |-GimpPaletteFile.py ---<file>
| |-GribStubImagePlugin.py ---<file>
| |-Hdf5StubImagePlugin.py ---<file>
| |-IcnsImagePlugin.py ---<file>
| |-IcoImagePlugin.py ---<file>
| |-Image.py ---<file>
| |-ImageChops.py ---<file>
| |-ImageCms.py ---<file>
| |-ImageColor.py ---<file>
| |-ImageDraw.py ---<file>
| |-ImageDraw2.py ---<file>
| |-ImageEnhance.py ---<file>
| |-ImageFile.py ---<file>
| |-ImageFilter.py ---<file>
| |-ImageFont.py ---<file>
| |-ImageGrab.py ---<file>
| |-ImageMath.py ---<file>
| |-ImageMode.py ---<file>
| |-ImageMorph.py ---<file>
| |-ImageOps.py ---<file>
| |-ImagePalette.py ---<file>
| |-ImagePath.py ---<file>
| |-ImageQt.py ---<file>
| |-ImageSequence.py ---<file>
| |-ImageShow.py ---<file>
| |-ImageStat.py ---<file>
| |-ImageTk.py ---<file>
| |-ImageTransform.py ---<file>
| |-ImageWin.py ---<file>
| |-ImImagePlugin.py ---<file>
| |-ImtImagePlugin.py ---<file>
| |-IptcImagePlugin.py ---<file>
| |-Jpeg2KImagePlugin.py ---<file>
| |-JpegImagePlugin.py ---<file>
| |-JpegPresets.py ---<file>
| |-McIdasImagePlugin.py ---<file>
| |-MicImagePlugin.py ---<file>
| |-MpegImagePlugin.py ---<file>
| |-MpoImagePlugin.py ---<file>
| |-MspImagePlugin.py ---<file>
| |-PaletteFile.py ---<file>
| |-PalmImagePlugin.py ---<file>
| |-PcdImagePlugin.py ---<file>
| |-PcfFontFile.py ---<file>
| |-PcxImagePlugin.py ---<file>
| |-PdfImagePlugin.py ---<file>
| |-PdfParser.py ---<file>
| |-PixarImagePlugin.py ---<file>
| |-PngImagePlugin.py ---<file>
| |-PpmImagePlugin.py ---<file>
| |-PsdImagePlugin.py ---<file>
| |-PSDraw.py ---<file>
| |-PyAccess.py ---<file>
| |-SgiImagePlugin.py ---<file>
| |-SpiderImagePlugin.py ---<file>
| |-SunImagePlugin.py ---<file>
| |-TarIO.py ---<file>
| |-TgaImagePlugin.py ---<file>
| |-TiffImagePlugin.py ---<file>
| |-TiffTags.py ---<file>
| |-WalImageFile.py ---<file>
| |-WebPImagePlugin.py ---<file>
| |-WmfImagePlugin.py ---<file>
| |-XbmImagePlugin.py ---<file>
| |-XpmImagePlugin.py ---<file>
| |-XVThumbImagePlugin.py ---<file>
| |-_binary.py ---<file>
| |-_imaging.cp39-win_amd64.pyd ---<file>
| |-_imagingcms.cp39-win_amd64.pyd ---<file>
| |-_imagingft.cp39-win_amd64.pyd ---<file>
| |-_imagingmath.cp39-win_amd64.pyd ---<file>
| |-_imagingmorph.cp39-win_amd64.pyd ---<file>
| |-_imagingtk.cp39-win_amd64.pyd ---<file>
| |-_tkinter_finder.py ---<file>
| |-_util.py ---<file>
| |-_version.py ---<file>
| |-_webp.cp39-win_amd64.pyd ---<file>
| |-__init__.py ---<file>
| |-__main__.py ---<file>
| |-__pycache__ ---<dir>
| | |-BdfFontFile.cpython-39.pyc ---<file>
| | |-BlpImagePlugin.cpython-39.pyc ---<file>
| | |-BmpImagePlugin.cpython-39.pyc ---<file>
| | |-BufrStubImagePlugin.cpython-39.pyc ---<file>
| | |-ContainerIO.cpython-39.pyc ---<file>
| | |-CurImagePlugin.cpython-39.pyc ---<file>
| | |-DcxImagePlugin.cpython-39.pyc ---<file>
| | |-DdsImagePlugin.cpython-39.pyc ---<file>
| | |-EpsImagePlugin.cpython-39.pyc ---<file>
| | |-ExifTags.cpython-39.pyc ---<file>
| | |-features.cpython-39.pyc ---<file>
| | |-FitsStubImagePlugin.cpython-39.pyc ---<file>
| | |-FliImagePlugin.cpython-39.pyc ---<file>
| | |-FontFile.cpython-39.pyc ---<file>
| | |-FpxImagePlugin.cpython-39.pyc ---<file>
| | |-FtexImagePlugin.cpython-39.pyc ---<file>
| | |-GbrImagePlugin.cpython-39.pyc ---<file>
| | |-GdImageFile.cpython-39.pyc ---<file>
| | |-GifImagePlugin.cpython-39.pyc ---<file>
| | |-GimpGradientFile.cpython-39.pyc ---<file>
| | |-GimpPaletteFile.cpython-39.pyc ---<file>
| | |-GribStubImagePlugin.cpython-39.pyc ---<file>
| | |-Hdf5StubImagePlugin.cpython-39.pyc ---<file>
| | |-IcnsImagePlugin.cpython-39.pyc ---<file>
| | |-IcoImagePlugin.cpython-39.pyc ---<file>
| | |-Image.cpython-39.pyc ---<file>
| | |-ImageChops.cpython-39.pyc ---<file>
| | |-ImageCms.cpython-39.pyc ---<file>
| | |-ImageColor.cpython-39.pyc ---<file>
| | |-ImageDraw.cpython-39.pyc ---<file>
| | |-ImageDraw2.cpython-39.pyc ---<file>
| | |-ImageEnhance.cpython-39.pyc ---<file>
| | |-ImageFile.cpython-39.pyc ---<file>
| | |-ImageFilter.cpython-39.pyc ---<file>
| | |-ImageFont.cpython-39.pyc ---<file>
| | |-ImageGrab.cpython-39.pyc ---<file>
| | |-ImageMath.cpython-39.pyc ---<file>
| | |-ImageMode.cpython-39.pyc ---<file>
| | |-ImageMorph.cpython-39.pyc ---<file>
| | |-ImageOps.cpython-39.pyc ---<file>
| | |-ImagePalette.cpython-39.pyc ---<file>
| | |-ImagePath.cpython-39.pyc ---<file>
| | |-ImageQt.cpython-39.pyc ---<file>
| | |-ImageSequence.cpython-39.pyc ---<file>
| | |-ImageShow.cpython-39.pyc ---<file>
| | |-ImageStat.cpython-39.pyc ---<file>
| | |-ImageTk.cpython-39.pyc ---<file>
| | |-ImageTransform.cpython-39.pyc ---<file>
| | |-ImageWin.cpython-39.pyc ---<file>
| | |-ImImagePlugin.cpython-39.pyc ---<file>
| | |-ImtImagePlugin.cpython-39.pyc ---<file>
| | |-IptcImagePlugin.cpython-39.pyc ---<file>
| | |-Jpeg2KImagePlugin.cpython-39.pyc ---<file>
| | |-JpegImagePlugin.cpython-39.pyc ---<file>
| | |-JpegPresets.cpython-39.pyc ---<file>
| | |-McIdasImagePlugin.cpython-39.pyc ---<file>
| | |-MicImagePlugin.cpython-39.pyc ---<file>
| | |-MpegImagePlugin.cpython-39.pyc ---<file>
| | |-MpoImagePlugin.cpython-39.pyc ---<file>
| | |-MspImagePlugin.cpython-39.pyc ---<file>
| | |-PaletteFile.cpython-39.pyc ---<file>
| | |-PalmImagePlugin.cpython-39.pyc ---<file>
| | |-PcdImagePlugin.cpython-39.pyc ---<file>
| | |-PcfFontFile.cpython-39.pyc ---<file>
| | |-PcxImagePlugin.cpython-39.pyc ---<file>
| | |-PdfImagePlugin.cpython-39.pyc ---<file>
| | |-PdfParser.cpython-39.pyc ---<file>
| | |-PixarImagePlugin.cpython-39.pyc ---<file>
| | |-PngImagePlugin.cpython-39.pyc ---<file>
| | |-PpmImagePlugin.cpython-39.pyc ---<file>
| | |-PsdImagePlugin.cpython-39.pyc ---<file>
| | |-PSDraw.cpython-39.pyc ---<file>
| | |-PyAccess.cpython-39.pyc ---<file>
| | |-SgiImagePlugin.cpython-39.pyc ---<file>
| | |-SpiderImagePlugin.cpython-39.pyc ---<file>
| | |-SunImagePlugin.cpython-39.pyc ---<file>
| | |-TarIO.cpython-39.pyc ---<file>
| | |-TgaImagePlugin.cpython-39.pyc ---<file>
| | |-TiffImagePlugin.cpython-39.pyc ---<file>
| | |-TiffTags.cpython-39.pyc ---<file>
| | |-WalImageFile.cpython-39.pyc ---<file>
| | |-WebPImagePlugin.cpython-39.pyc ---<file>
| | |-WmfImagePlugin.cpython-39.pyc ---<file>
| | |-XbmImagePlugin.cpython-39.pyc ---<file>
| | |-XpmImagePlugin.cpython-39.pyc ---<file>
| | |-XVThumbImagePlugin.cpython-39.pyc ---<file>
| | |-_binary.cpython-39.pyc ---<file>
| | |-_tkinter_finder.cpython-39.pyc ---<file>
| | |-_util.cpython-39.pyc ---<file>
| | |-_version.cpython-39.pyc ---<file>
| | |-__init__.cpython-39.pyc ---<file>
| | |-__main__.cpython-39.pyc ---<file>-4-Create- Create a new picture .
Be careful :
I believe you also found in the third quarter ,PIL It's just a folder , To quote it is to quote PIL In the catalog __init__.py, So input import PIL You can't .
---------
Method to create a picture :Image.new
Catalog
1】from PIL import Image
First of all, we need to use Image Library import .
2】img=Image.new(MODE,SIZE,COLOR)
Take another look at the official instructions 【 Source code 】:
def new(mode, size, color=0):
"""
Creates a new image with the given mode and size.
:param mode: The mode to use for the new image. See:
:ref:`concept-modes`.
:param size: A 2-tuple, containing (width, height) in pixels.
:param color: What color to use for the image. Default is black.
If given, this should be a single integer or floating point value
for single-band modes, and a tuple for multi-band modes (one value
per band). When creating RGB images, you can also use color
strings as supported by the ImageColor module. If the color is
None, the image is not initialised.
:returns: An :py:class:`~PIL.Image.Image` object.
"""
_check_size(size)
if color is None:
# don't initialize
return Image()._new(core.new(mode, size))
if isinstance(color, str):
# css3-style specifier
from . import ImageColor
color = ImageColor.getcolor(color, mode)
im = Image()
if mode == "P" and isinstance(color, (list, tuple)) and len(color) in [3, 4]:
# RGB or RGBA value for a P image
from . import ImagePalette
im.palette = ImagePalette.ImagePalette()
color = im.palette.getcolor(color)
return im._new(core.fill(mode, size, color))--------------------------------------------------------------------------------------------
-MODE-
analysis : |___MODE: Pattern . Yes RGB( Three color combination , It's usually .jpg),
RGBA( More transparency , Stored as .png Format ),
1[ Bitmap (.bmp), Pixels 1 position ],
L[ Grayscale , Pixels 8 position ],
I[ Pixels Int32],
F[ Pixels Float32],
P(PA)[8 position , Map pictures ]______
CMYK[ printing ] |
YCbCr[ Bright color separation ] |
|
About the mapping of images (P form ), to glance at :【Python】PIL Of images in the library mode Parameters _mjiansun The blog of -CSDN Blog
-SIZE-
requirement :tuple Array . otherwise :
ValueError: Size must be a tuple
example :(90,100)
It means the top is long 90 Pixels , high 100 Pixels .
-COLOR-
actually :
Image.new( mode, size ) => image
Image.new( mode, size, color ) => image
color As an additional parameter , Indicates fill color , If it is not filled in, it defaults to black .
Example of program :
from PIL import Image
img=Image.new("RGB",(100,100),"red")
img.show() 
Watermarks are automatically added , There's No... on the computer
-5- When you want to change the picture format 【 See above 】 when .
Image format : see -MODE
newimg=Image.convert(mode=None, matrix=None, dither=None, palette=WEB, colors=256)
Source code :
def convert(self, mode=None, matrix=None, dither=None, palette=WEB, colors=256):
"""
Returns a converted copy of this image. For the "P" mode, this
method translates pixels through the palette. If mode is
omitted, a mode is chosen so that all information in the image
and the palette can be represented without a palette.
The current version supports all possible conversions between
"L", "RGB" and "CMYK." The ``matrix`` argument only supports "L"
and "RGB".
When translating a color image to greyscale (mode "L"),
the library uses the ITU-R 601-2 luma transform::
L = R * 299/1000 + G * 587/1000 + B * 114/1000
The default method of converting a greyscale ("L") or "RGB"
image into a bilevel (mode "1") image uses Floyd-Steinberg
dither to approximate the original image luminosity levels. If
dither is :data:`NONE`, all values larger than 128 are set to 255 (white),
all other values to 0 (black). To use other thresholds, use the
:py:meth:`~PIL.Image.Image.point` method.
When converting from "RGBA" to "P" without a ``matrix`` argument,
this passes the operation to :py:meth:`~PIL.Image.Image.quantize`,
and ``dither`` and ``palette`` are ignored.
:param mode: The requested mode. See: :ref:`concept-modes`.
:param matrix: An optional conversion matrix. If given, this
should be 4- or 12-tuple containing floating point values.
:param dither: Dithering method, used when converting from
mode "RGB" to "P" or from "RGB" or "L" to "1".
Available methods are :data:`NONE` or :data:`FLOYDSTEINBERG` (default).
Note that this is not used when ``matrix`` is supplied.
:param palette: Palette to use when converting from mode "RGB"
to "P". Available palettes are :data:`WEB` or :data:`ADAPTIVE`.
:param colors: Number of colors to use for the :data:`ADAPTIVE` palette.
Defaults to 256.
:rtype: :py:class:`~PIL.Image.Image`
:returns: An :py:class:`~PIL.Image.Image` object.
"""
self.load()
if not mode and self.mode == "P":
# determine default mode
if self.palette:
mode = self.palette.mode
else:
mode = "RGB"
if not mode or (mode == self.mode and not matrix):
return self.copy()
has_transparency = self.info.get("transparency") is not None
if matrix:
# matrix conversion
if mode not in ("L", "RGB"):
raise ValueError("illegal conversion")
im = self.im.convert_matrix(mode, matrix)
new = self._new(im)
if has_transparency and self.im.bands == 3:
transparency = new.info["transparency"]
def convert_transparency(m, v):
v = m[0] * v[0] + m[1] * v[1] + m[2] * v[2] + m[3] * 0.5
return max(0, min(255, int(v)))
if mode == "L":
transparency = convert_transparency(matrix, transparency)
elif len(mode) == 3:
transparency = tuple(
[
convert_transparency(
matrix[i * 4 : i * 4 + 4], transparency
)
for i in range(0, len(transparency))
]
)
new.info["transparency"] = transparency
return new
if mode == "P" and self.mode == "RGBA":
return self.quantize(colors)
trns = None
delete_trns = False
# transparency handling
if has_transparency:
if self.mode in ("1", "L", "I", "RGB") and mode == "RGBA":
# Use transparent conversion to promote from transparent
# color to an alpha channel.
new_im = self._new(
self.im.convert_transparent(mode, self.info["transparency"])
)
del new_im.info["transparency"]
return new_im
elif self.mode in ("L", "RGB", "P") and mode in ("L", "RGB", "P"):
t = self.info["transparency"]
if isinstance(t, bytes):
# Dragons. This can't be represented by a single color
warnings.warn(
"Palette images with Transparency expressed in bytes should be "
"converted to RGBA images"
)
delete_trns = True
else:
# get the new transparency color.
# use existing conversions
trns_im = Image()._new(core.new(self.mode, (1, 1)))
if self.mode == "P":
trns_im.putpalette(self.palette)
if isinstance(t, tuple):
try:
t = trns_im.palette.getcolor(t)
except Exception as e:
raise ValueError(
"Couldn't allocate a palette color for transparency"
) from e
trns_im.putpixel((0, 0), t)
if mode in ("L", "RGB"):
trns_im = trns_im.convert(mode)
else:
# can't just retrieve the palette number, got to do it
# after quantization.
trns_im = trns_im.convert("RGB")
trns = trns_im.getpixel((0, 0))
elif self.mode == "P" and mode == "RGBA":
t = self.info["transparency"]
delete_trns = True
if isinstance(t, bytes):
self.im.putpalettealphas(t)
elif isinstance(t, int):
self.im.putpalettealpha(t, 0)
else:
raise ValueError("Transparency for P mode should be bytes or int")
if mode == "P" and palette == ADAPTIVE:
im = self.im.quantize(colors)
new = self._new(im)
from . import ImagePalette
new.palette = ImagePalette.raw("RGB", new.im.getpalette("RGB"))
if delete_trns:
# This could possibly happen if we requantize to fewer colors.
# The transparency would be totally off in that case.
del new.info["transparency"]
if trns is not None:
try:
new.info["transparency"] = new.palette.getcolor(trns)
except Exception:
# if we can't make a transparent color, don't leave the old
# transparency hanging around to mess us up.
del new.info["transparency"]
warnings.warn("Couldn't allocate palette entry for transparency")
return new
# colorspace conversion
if dither is None:
dither = FLOYDSTEINBERG
try:
im = self.im.convert(mode, dither)
except ValueError:
try:
# normalize source image and try again
im = self.im.convert(getmodebase(self.mode))
im = im.convert(mode, dither)
except KeyError as e:
raise ValueError("illegal conversion") from e
new_im = self._new(im)
if delete_trns:
# crash fail if we leave a bytes transparency in an rgb/l mode.
del new_im.info["transparency"]
if trns is not None:
if new_im.mode == "P":
try:
new_im.info["transparency"] = new_im.palette.getcolor(trns)
except Exception:
del new_im.info["transparency"]
warnings.warn("Couldn't allocate palette entry for transparency")
else:
new_im.info["transparency"] = trns
return new_imbrief introduction :
( Machine translation - Translation from source code - brief introduction )
Returns a converted copy of this image . about “P” Pattern , this
Method to convert pixels through the palette . If the mode is
Omit , Select a mode , So that all the information in the image
And the palette can be represented without a palette .The current version supports all possible transformations
“L”、“RGB” and “CMYK”. ``matrix`` Parameters only support “L”
and “RGB”.Convert color images to grayscale ( Pattern “L”) when ,
The library uses ITU-R 601-2 Brightness conversion ::L = R * 299/1000 + G * 587/1000 + B * 114/1000
Convert grayscale (“L”) or “RGB” The default method for
Convert image to double layer ( Pattern “1”) Image use Floyd-Steinberg
Dither to approximate the brightness level of the original image . If
Jitter yes :data:`NONE`, All greater than 128 All the values of are set to 255( white ),
All other values are 0( black ). To use other thresholds , Please use
:py:meth:`~PIL.Image.Image.point` Method .In the absence of “ matrix ” Parameter from “RGBA” Convert to “P” when ,
This passes the operation to :py:meth:`~PIL.Image.Image.quantize`,
and ``dither`` and ``palette`` Be ignored .:param mode: The pattern of the request . See ::ref:`concept-modes`.
:param matrix : Optional transformation matrix . If given , this
It should contain floating-point values 4 or 12 Tuples .
:param dither: Dithering method , Use... When converting from
Pattern “RGB” To “P” Or from “RGB” or “L” To “1”.
The available method is :data:`NONE` or :data:`FLOYDSTEINBERG`( Default ).
Please note that , In providing ``matrix`` Do not use it .
:param palette: Slave mode “RGB” The palette used in the conversion
The best ”. The palette is available :data:`WEB` or :data:`ADAPTIVE`.
:param Color : be used for :data:`ADAPTIVE` The number of colors in the palette .
The default is 256.
:rtype: :py:class:`~PIL.Image.Image`
:returns: One :py:class:`~PIL.Image.Image` object .
----------------
Use
Don't be scared , Don't be frightened by it .
Generally speaking , When you open a picture 【 In the program 】, You may want to convert the format to make it easier to operate .
#img Is the open picture variable .
newimg=img.convert("RGBA")
# Of course , As long as it is the type mentioned before , Here's just an example .The introduction also mentions , hold RGB Format conversion to L->
L = R * 299/1000 + G * 587/1000+ B * 114/1000 yes RGB To L Formula .
In general , That's enough .
If you want to know more ...
There is no more !【 Manual silence 】
Maybe you can only slowly find it on the foreign official website ...PIL
http://pythonware.com/products/pil/
-6- When you want to open a picture
Image.open(path)
def open(fp, mode="r", formats=None):
"""
Opens and identifies the given image file.
This is a lazy operation; this function identifies the file, but
the file remains open and the actual image data is not read from
the file until you try to process the data (or call the
:py:meth:`~PIL.Image.Image.load` method). See
:py:func:`~PIL.Image.new`. See :ref:`file-handling`.
:param fp: A filename (string), pathlib.Path object or a file object.
The file object must implement ``file.read``,
``file.seek``, and ``file.tell`` methods,
and be opened in binary mode.
:param mode: The mode. If given, this argument must be "r".
:param formats: A list or tuple of formats to attempt to load the file in.
This can be used to restrict the set of formats checked.
Pass ``None`` to try all supported formats. You can print the set of
available formats by running ``python -m PIL`` or using
the :py:func:`PIL.features.pilinfo` function.
:returns: An :py:class:`~PIL.Image.Image` object.
:exception FileNotFoundError: If the file cannot be found.
:exception PIL.UnidentifiedImageError: If the image cannot be opened and
identified.
:exception ValueError: If the ``mode`` is not "r", or if a ``StringIO``
instance is used for ``fp``.
:exception TypeError: If ``formats`` is not ``None``, a list or a tuple.
"""Again , And don't be scared !!!
a=Image.open( route )
Means to load a picture , Then you can do it !
_________________________________
Image.open() In fact, it is equivalent to opening only one prefix , To load completely, wait until the actual operation .
Image.load() Can force load .
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