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  2. In this section, we will explore how bit-depths and image types are represented in Python. We’ll look in particular at where things can go wrong when converting between bit-depths, and how to apply the tricks from previous chapters to identify problems.

  3. I want to retrieve the bit depth for a jpeg file using Python. Using the Python Imaging Library: import Image data = Image.open('file.jpg') print data.depth However, this gives me a depth of 8 f...

    Code sample

    mode_to_bpp = {'1':1, 'L':8, 'P':8, 'RGB':24, 'RGBA':32, 'CMYK':32, 'YCbCr':24, 'I':32, 'F':32}
    data = Image.open('file.jpg')
    bpp = mode_to_bpp[data.mode]
  4. Jan 2, 2024 · In this tutorial, we will use the power of Python to illuminate the significance of image bit-depth in the context of microscopy. We’ll use practical examples to simplify the understanding...

  5. Pythons bitwise operators let you manipulate those individual bits of data at the most granular level. You can use bitwise operators to implement algorithms such as compression, encryption, and error detection as well as to control physical devices in your Raspberry Pi project or elsewhere.

  6. For example, some cameras store images with 10-, 12-, or 14-bit depth per pixel. If these images are stored in an array with dtype uint16, then the image won’t extend over the full intensity range, and thus, would appear dimmer than it should.

  7. The Python Imaging Library allows you to store several bands in a single image, provided they all have the same dimensions and depth. For example, a PNG image might have ‘R’, ‘G’, ‘B’, and ‘A’ bands for the red, green, blue, and alpha transparency values.

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  9. The bit-depth of an image is the number of bits used to represent each pixel. A bit-depth of 8 would indicate that 8 bits are used to represent a single pixel value. The bit-depth imposes a limit upon the pixel values that are possible.

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