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+---
+Title: '.point()'
+Description: 'Applies a function or lookup table to each pixel in an image.'
+Subjects:
+  - 'Computer Science'
+  - 'Data Science'
+Tags:
+  - 'Images'
+  - 'Pillow'
+  - 'Python'
+CatalogContent:
+  - 'learn-python-3'
+  - 'paths/data-science'
+---
+
+In Pillow, the **`.point()`** method is used to apply a function or lookup table to each pixel in an image. It is useful for performing operations like thresholding, gamma correction, or channel manipulation.
+
+## Syntax
+
+```pseudo
+Image.point(lut, mode=None)
+```
+
+**Parameters:**
+
+- `lut`: This parameter can be:
+  - A lookup table: A list or sequence with 256 values for 8-bit images per band (e.g., 768 values for RGB). For 16-bit images, 65536 values are required per band.
+  - A function: Takes a single integer (0–255) and returns a value. It’s called once for each possible pixel value to build a lookup table internally.
+- `mode` (optional, str): The mode of the output image. Use this if you want to change the image type during transformation. Common modes include:
+  - `"L"`: 8-bit pixels, black and white (grayscale)
+  - `"RGB"`: 3x8-bit pixels, true color
+  - `"RGBA"`: 4x8-bit pixels, true color with alpha channel
+  - `"1"`: 1-bit pixels, black and white
+  - `"P"`: 8-bit pixels, uses a color palette to map to other modes
+
+> **Note:** Most uses of `.point()` don’t require the argument `mode` unless there is a need to explicitly change the image type (e.g., converting grayscale to binary).
+
+**Return value:**
+
+This method returns a new `Image` object with the transformed pixel data.
+
+## Example
+
+This example creates a horizontal grayscale gradient, inverts it using `.point()`, and saves the result:
+
+```py
+from PIL import Image
+
+# Create a horizontal grayscale gradient image
+width, height = 256, 50
+image = Image.new("L", (width, height))
+for x in range(width):
+  for y in range(height):
+    image.putpixel((x, y), x)
+
+# Invert grayscale values using .point()
+inverted = image.point(lambda p: 255 - p)
+
+# Save the result
+inverted.save("inverted-gradient.png")
+```
+
+The output for the example will be:
+
+![A horizontal grayscale gradient image with inverted grayscale values](https://raw.githubusercontent.com/Codecademy/docs/main/media/inverted-gradient.png)
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