### Install Image Library Dependencies

Source: https://hexdocs.pm/image/image_edge_masking

Installs the necessary Image library along with Req and Kino for image processing and interactive development.

```elixir
Mix.install([
  {:image, "~> 0.42"},
  {:req, "> 0.0.0"},
  {:kino, "> 0.0.0"}
])
```

--------------------------------

### Fix Image Application Start Function

Source: https://hexdocs.pm/image/changelog

Fixes `Image.Application.start/2` to correctly handle cases where Bumblebee is not configured. Previously, it would return `nil`, which is not a valid return for an application start function.

```elixir
Image.Application.start/2
```

--------------------------------

### Image.histogram/1 Example

Source: https://hexdocs.pm/image/changelog

Provides an example for `Image.histogram/1` to demonstrate the structure and interpretation of the returned histogram data. This helps users understand the distribution of pixel values within an image.

```Elixir
Image.histogram/1
```

--------------------------------

### Install Dependencies for SAM Project

Source: https://hexdocs.pm/image/segment_anything

Installs necessary Elixir dependencies for the Segment Anything Model (SAM) project using Ortex. Includes libraries like ortex, image, nx_image, exla, kino, and req.

```Elixir
Mix.install([{:ortex,"~> 0.1.9"},{:image,"~> 0.47"},{:nx_image,"~> 0.1.2"},{:exla,"~> 0.7.2"},{:kino,"~> 0.12.3"},{:req,"~> 0.4"}])
```

--------------------------------

### Install libvips on Linux

Source: https://hexdocs.pm/image/readme

This command installs the libvips development package on Debian-based Linux systems using apt. This is necessary for compiling Vix NIFs with platform-provided libvips.

```Shell
apt install libvips-dev
```

--------------------------------

### Install Dependencies and Configure Inspect

Source: https://hexdocs.pm/image/color_clustering

Installs necessary Elixir dependencies for image processing and configures the Inspect module for better output formatting during development.

```Elixir
Mix.install([{:nx,"~> 0.7"},{:nx_image,"~> 0.1"},{:scholar,"~> 0.3"},{:exla,"~> 0.7"},{:kino,"~> 0.13"},{:image,"~> 0.51"}],config:[nx:[default_backend:EXLA.Backend,default_defn_options:[compiler:EXLA]]])
previous_inspect=Inspect.Opts.default_inspect_fun()
Inspect.Opts.default_inspect_fun(fnterm,opts->previous_inspect.(term,%Inspect.Opts{opts|charlists::as_lists})end)
```

--------------------------------

### Install libvips on macOS

Source: https://hexdocs.pm/image/readme

This command installs the libvips library on macOS using Homebrew. This is required when you need to use platform-provided libvips with Vix (and thus Image) for extended format support.

```Shell
brew install libvips
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/color_clustering

Lists the supported backend systems for video processing. This helps in selecting the appropriate library for video operations.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Get Default Options for New Image

Source: https://hexdocs.pm/image/color_clustering

Provides the default configuration options when creating a new image. This sets up basic image properties.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Get Default New Image Options

Source: https://hexdocs.pm/image/api-reference

Retrieves the default options for creating a new image. This function provides a starting point for image creation configurations.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Initial eVision Support for QR Codes (Elixir)

Source: https://hexdocs.pm/image/changelog

Provides initial integration with eVision, offering the `Image.QRcode.decode/1` function for QR code decoding. Users need to install eVision separately as it's not yet on hex.pm.

```Elixir
Add initial support for eVision. In this release the function `Image.QRcode.decode/1` is provided to decode images that contain a QRcode. See the `eVision` repository for installation instructions since this library is not yet on `hex.pm`.
```

--------------------------------

### Get Default Options for Text

Source: https://hexdocs.pm/image/color_clustering

Provides default configuration for adding text to images, including font, size, and color.

```Elixir
Image.Options.Text.default_options/0
```

--------------------------------

### Install eVision Dependency

Source: https://hexdocs.pm/image/readme

Adds the eVision dependency to your Elixir project's mix.exs file. This allows integration with OpenCV for computer vision tasks.

```Elixir
defdepsdo[
# ...{:evision,"~> 0.1"}
]end
```

--------------------------------

### Get Default New Image Options

Source: https://hexdocs.pm/image/changelog

Provides default options for creating a new image. This function is part of the Image.Options.New module.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/color_clustering

Lists all supported blend modes for image composition, such as 'normal', 'multiply', 'screen', etc.

```Elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### Install Bumblebee and EXLA Dependencies

Source: https://hexdocs.pm/image/readme

This snippet shows how to add 'Bumblebee' and 'exla' to your Elixir project's `mix.exs`. These are needed for integrating machine learning models and ensuring adequate performance for image classification and other tasks.

```Elixir
defdepsdo[# ...{:bumblebee,"~> 0.1"},{:exla,"~> 0.4"}]end
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/thumbnailing

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Get Default Image Options

Source: https://hexdocs.pm/image/Image.Options

Retrieves the default options for creating a new image. This function provides a baseline configuration for image creation.

```elixir
Image.Options.New.default_options/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/changelog

Retrieves a list of known backend types for video processing. This function is part of the Image.Options.Video module.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Install Nx Dependency

Source: https://hexdocs.pm/image/readme

This snippet demonstrates adding the 'Nx' library to your Elixir project's `mix.exs`. Nx is required for certain Image functionalities, especially those involving machine learning models and eVision integration.

```Elixir
defdepsdo[# ...{:nx,"~> 0.4"}]end
```

--------------------------------

### Get Project Dependencies

Source: https://hexdocs.pm/image/readme

This command fetches all the dependencies listed in your Elixir project's `mix.exs` file. It's a standard step after modifying dependencies or setting up a new project.

```Shell
mixdeps.get
```

--------------------------------

### Saving the Final Image

Source: https://hexdocs.pm/image/image_edge_masking

Provides a commented-out example of how to save the processed image to a file, emphasizing the need for formats that support transparency like PNG.

```Elixir
# Image.write(final_image, "some/path/to/final_image.png")
```

--------------------------------

### Prepare Inputs for Decoder and Run

Source: https://hexdocs.pm/image/segment_anything

Prepares input points, labels, and mask inputs for the decoder model. It then runs the decoder model with the image embeddings and prepared inputs to generate masks and scores.

```Elixir
# prepare inputs
# xy box coordinates in our image of the object we want to detour
# input_point = Nx.tensor([[345, 272], [640, 760]]) |> Nx.as_type(:f32) |> Nx.reshape({1, 2, 2})
# 2, 3 is for box startig / end points
# input_label = Nx.tensor([2, 3]) |> Nx.reshape({1, 2}) |> Nx.as_type(:f32)
# single point
input_point=Nx.tensor([[514,514],[0,0]])|>Nx.as_type(:f32)|>Nx.reshape({1,2,2})
input_label=Nx.tensor([1,-1])|>Nx.reshape({1,2})|>Nx.as_type(:f32)
# Filled with 0, not used heremask_input=Nx.broadcast(0,{1,1,256,256})|>Nx.as_type(:f32)
# not using mask_inputhas_mask=Nx.broadcast(0,1)|>Nx.as_type(:f32)
original_image_dim=Nx.tensor([1024,1024])|>Nx.as_type(:f32)
{mask,scores,low_res}=Ortex.run(decoder,{Nx.broadcast(image_embeddings,{1,256,64,64}),Nx.broadcast(input_point,{1,2,2}),Nx.broadcast(input_label,{1,2}),Nx.broadcast(mask_input,{1,1,256,256}),Nx.broadcast(has_mask,{1}),Nx.broadcast(original_image_dim,{2})})
```

--------------------------------

### Generating an Avatar Image

Source: https://hexdocs.pm/image/thumbnailing

Provides an example of using the Image.avatar function to generate a circular avatar image from a given image, specifying the desired size.

```elixir
Image.avatar(image, 200)
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/Image

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/Image.Options

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/Image.Options

Retrieves a list of known backend types supported for video processing. This function lists the available video processing engines.

```elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Get Default New Image Options

Source: https://hexdocs.pm/image/readme

Retrieves the default options for creating a new image. This function provides a base configuration for new image instances.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/Image

Retrieves a list of known video backends supported for image processing. This function returns the available video processing engines.

```Elixir
Image.Video.known_backends/0
```

--------------------------------

### Get Default New Image Options

Source: https://hexdocs.pm/image/license

Retrieves the default options for creating a new image. This function provides a base configuration for new image instances.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Add Documentation for Image.with_colorspace/3

Source: https://hexdocs.pm/image/changelog

Includes documentation for the Image.with_colorspace/3 function.

```Elixir
Image.with_colorspace/3
```

--------------------------------

### Get Known Interpretations

Source: https://hexdocs.pm/image/changelog

Retrieves a list of all known image interpretations. This function is part of the Image.Interpretation module.

```Elixir
Image.Interpretation.known_interpretations/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/thumbnailing

Retrieves a list of known backend types for video processing. This function provides information about supported video processing engines.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/license

Retrieves a list of known backend types for video processing. This function provides information about supported video processing engines.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/color_clustering

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Add Image Interpretation Function (Elixir)

Source: https://hexdocs.pm/image/changelog

Adds `Image.interpretation/1` to get the color interpretation or color space of an image.

```Elixir
Add `Image.interpretation/1`
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/api-reference

Retrieves the default Image.BlendMode. This function provides the standard blend mode setting.

```Elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/changelog

Retrieves the default blend mode for image operations. This function is part of the Image.BlendMode module.

```Elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Get Known Extend Modes

Source: https://hexdocs.pm/image/changelog

Retrieves a list of all supported image extend modes. This function is part of the Image.ExtendMode module.

```Elixir
Image.ExtendMode.known_extend_modes/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/readme

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Get Default New Image Options

Source: https://hexdocs.pm/image/thumbnailing

Retrieves the default options for creating a new image. This function provides a base configuration for new image instances.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Document RTSP Video Stream Opening

Source: https://hexdocs.pm/image/changelog

Adds documentation to Image.Video.open/2 to demonstrate how to open Real-Time Streaming Protocol (RTSP) video streams.

```Elixir
Image.Video.open/2
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/changelog

Retrieves a list of all supported image blend modes. This function is part of the Image.BlendMode module.

```Elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/segment_anything

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Get Known Band Formats

Source: https://hexdocs.pm/image/changelog

Retrieves a list of all known image band formats. This function is part of the Image.BandFormat module.

```Elixir
Image.BandFormat.known_band_formats/0
```

--------------------------------

### List Known Video Backends (Image.Video.known_backends)

Source: https://hexdocs.pm/image/Image

Retrieves a list of all valid video backend identifiers known to the system. These backends are recognized but may not be available in the current OpenCV setup. Refer to OpenCV documentation for details on specific backends.

```Elixir
iex> Image.Video.known_backends() |> Enum.sort()
[:android, :any, :aravis, :avfoundation, :cmu1394, :dc1394, :dshow, :ffmpeg, :fireware, :firewire, :giganetix, :gphoto2, :gstreamer, :ieee1394, :images, :intel_mfx, :intelperc, :msmf, :obsensor, :opencv_mjpeg, :openni, :openni2, :openni2_astra, :openni2_asus, :openni_asus, :pvapi, :qt, :realsense, :ueye, :unicap, :v4l, :v4l2, :vfw, :winrt, :xiapi, :xine]
```

--------------------------------

### Get Default Text Options

Source: https://hexdocs.pm/image/changelog

Provides default options for adding text to an image. This function is part of the Image.Options.Text module.

```Elixir
Image.Options.Text.default_options/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/api-reference

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Get Default Meme Margin

Source: https://hexdocs.pm/image/changelog

Calculates the default margin for meme image generation. This function is part of the Image.Options.Meme module.

```Elixir
Image.Options.Meme.default_margin/1
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/thumbnailing

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/license

Allows configuration of the underlying libvips library, including setting concurrency and retrieving the version.

```Elixir
Image.get_concurrency/0
Image.put_concurrency/1
Image.vips_version/0
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/color_clustering

Returns the default blend mode used for image compositing operations. This is typically 'normal'.

```Elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/readme

Retrieves a list of known backend types for video processing. This function provides information about supported video processing engines.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Get Known Kernels

Source: https://hexdocs.pm/image/changelog

Retrieves a list of all known image kernels for operations like convolution. This function is part of the Image.Kernel module.

```Elixir
Image.Kernel.known_kernel/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/image_edge_masking

Allows configuration of the underlying libvips library, including setting concurrency levels and checking the version.

```Elixir
get_concurrency/0
put_concurrency/1
vips_version/0
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/api-reference

Retrieves a list of known backend types for video processing. This function provides information about supported video processing engines.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Get and Prepare Image Input

Source: https://hexdocs.pm/image/segment_anything

Reads an image uploaded via Kino Input, resizes it to 1024x1024 using Image.thumbnail!, and displays the original and resized images using Kino Layout.

```Elixir
image_input=Kino.Input.image("Uploaded Image")
image=Kino.Input.read(image_input)|>Image.from_kino!()
resized=Image.thumbnail!(image,"1024x1024")
original_label=Kino.Markdown.new("**Original image**")
resized_label=Kino.Markdown.new("**Resized image**")
Kino.Layout.grid([Kino.Layout.grid([image,original_label],boxed:true),Kino.Layout.grid([resized,resized_label],boxed:true)],columns:2)
```

--------------------------------

### Get Known Extend Modes

Source: https://hexdocs.pm/image/color_clustering

Lists all supported extend modes for image processing, which define how image boundaries are handled during transformations.

```Elixir
Image.ExtendMode.known_extend_modes/0
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/thumbnailing

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get Known Video Backends

Source: https://hexdocs.pm/image/segment_anything

Retrieves a list of known backend types for video processing. This function is useful for understanding supported video formats.

```Elixir
Image.Options.Video.known_backends/0
```

--------------------------------

### Get Known Kernels

Source: https://hexdocs.pm/image/color_clustering

Lists all supported kernel types used in image filtering operations, such as convolution kernels for blurring or sharpening.

```Elixir
Image.Kernel.known_kernel/0
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/Image.Options

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### Get Known Interpretations

Source: https://hexdocs.pm/image/color_clustering

Lists all supported interpretations for image data, defining how pixel values should be understood (e.g., RGB, CMYK).

```Elixir
Image.Interpretation.known_interpretations/0
```

--------------------------------

### Image Resizing and Cropping

Source: https://hexdocs.pm/image/license

Handles image resizing, thumbnail generation, and cropping. Includes options for embedding, trimming, and finding image boundaries.

```Elixir
Image.embed/4
Image.find_trim/2
Image.find_trim!/2
Image.resize/3
Image.resize!/3
Image.thumbnail/3
Image.thumbnail!/3
Image.trim/2
Image.trim!/2
Image.center_crop/3
Image.center_crop!/3
Image.crop/2
Image.crop/5
Image.crop!/2
Image.crop!/5
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/readme

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### Get Known Kernels

Source: https://hexdocs.pm/image/api-reference

Retrieves a list of all known Image.Kernel types. This function lists the available convolution kernels for image processing.

```Elixir
Image.Kernel.known_kernel/0
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/Image

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### Get Known Interpretations

Source: https://hexdocs.pm/image/api-reference

Retrieves a list of all known Image.Interpretation types. This function lists the available ways to interpret image data.

```Elixir
Image.Interpretation.known_interpretations/0
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/color_clustering

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### Image.get_pixel/3 - Get Pixel Value

Source: https://hexdocs.pm/image/changelog

Introduces `Image.get_pixel/3` to retrieve the color value of a specific pixel at given x and y coordinates within an image.

```Elixir
Image.get_pixel(image, x, y)
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/api-reference

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### Get NX Format from Band Format

Source: https://hexdocs.pm/image/Image

Converts an image band format to its NX representation. This function is used for internal format conversions.

```Elixir
Image.BandFormat.nx_format/1
```

```Elixir
Image.BandFormat.nx_format!/1
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/readme

Retrieves the default blend mode for image compositing. This function provides a standard setting for combining images.

```Elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Get Default Text Options

Source: https://hexdocs.pm/image/readme

Retrieves the default options for adding text to an image. This function provides a base configuration for text overlays.

```Elixir
Image.Options.Text.default_options/0
```

--------------------------------

### libvips Configuration

Source: https://hexdocs.pm/image/changelog

Allows configuration of the underlying libvips library, including setting concurrency and retrieving the version.

```Elixir
Image.get_concurrency/0
Image.put_concurrency/1
Image.vips_version/0
```

--------------------------------

### Configure Nx Backend for KMeans

Source: https://hexdocs.pm/image/changelog

Provides configuration for Nx backend and default definition options, likely beneficial for KMeans performance.

```Elixir
config :nx,
default_backend: EXLA.Backend
config :nx, :default_defn_options, compiler: EXLA
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/license

Retrieves the default blend mode for image compositing. This function provides a standard setting for combining images.

```Elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Open Video File or Stream (Image.Video.open)

Source: https://hexdocs.pm/image/Image

Opens a video source, such as a file, RTSP stream, or default camera, for frame extraction. It returns an `Evision.VideoCapture.t()` struct on success or an error tuple. Options can specify the backend processing system, defaulting to `:any` which selects the first available backend.

```Elixir
@spec open(
  filename_or_stream :: Path.t() | stream_id(),
  Image.Options.Video.open_options()
) ::
  {:ok, Evision.VideoCapture.t()} | {:error, Image.error_message()}

Opens a video file, camera, RTSP URL or video stream for frame extraction.

Arguments:
  * `filename_or_stream` is the filename of a video file, the URL of an RTSP stream or the OpenCV representation of a video stream as an integer. It may also be `:default_camera` to open the default camera if there is one.
  * `options` is a keyword list of options. The default is `[]`.

Options:
  * `:backend` specifies the backend video processing system to be used. The default is `:any` which means that the first available backend in the current OpenCV configuration will be used. The available backends can be returned by `Image.Video.available_backends/0`.
```

--------------------------------

### Default New Image Options

Source: https://hexdocs.pm/image/Image

Provides default options for creating a new image. This function initializes a new image with standard settings.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Get Default Text Options

Source: https://hexdocs.pm/image/license

Retrieves the default options for adding text to an image. This function provides a base configuration for text overlays.

```Elixir
Image.Options.Text.default_options/0
```

--------------------------------

### Image Preview and Kino Integration

Source: https://hexdocs.pm/image/segment_anything

Provides functions for previewing images and integrating with the Kino environment.

```Elixir
p/1
preview/1
to_kino/1
```

--------------------------------

### Image Resizing and Cropping

Source: https://hexdocs.pm/image/changelog

Handles image resizing, thumbnail generation, and cropping. Includes options for embedding, trimming, and finding image boundaries.

```Elixir
Image.embed/4
Image.find_trim/2
Image.find_trim!/2
Image.resize/3
Image.resize!/3
Image.thumbnail/3
Image.thumbnail!/3
Image.trim/2
Image.trim!/2
Image.center_crop/3
Image.center_crop!/3
Image.crop/2
Image.crop/5
Image.crop!/2
Image.crop!/5
```

--------------------------------

### Get Known Extend Modes

Source: https://hexdocs.pm/image/api-reference

Retrieves a list of all known Image.ExtendMode types. This function lists the available methods for extending image boundaries.

```Elixir
Image.ExtendMode.known_extend_modes/0
```

--------------------------------

### Get Known Band Formats

Source: https://hexdocs.pm/image/api-reference

Retrieves a list of all known Image.BandFormat types. This function provides an overview of supported image band formats.

```Elixir
Image.BandFormat.known_band_formats/0
```

--------------------------------

### Elixir Function: available_backends()

Source: https://hexdocs.pm/image/Image

Retrieves a list of all available video processing backends that are configured and ready for use. Refer to OpenCV documentation for backend details.

```Elixir
@spec available_backends() :: [Image.Options.Video.backend()]
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/api-reference

Retrieves a list of all known Image.BlendMode types. This function lists the available blending modes for image operations.

```Elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### Fetch Project Dependencies

Source: https://hexdocs.pm/image/readme

Retrieves all project dependencies, including the newly added eVision, after updating the mix.exs file.

```Elixir
mixdeps.get
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/Image.Options

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/thumbnailing

Retrieves the default blend mode for image compositing. This function provides a standard setting for combining images.

```Elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/color_clustering

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get Default Text Options

Source: https://hexdocs.pm/image/api-reference

Retrieves the default options for adding text to an image. This function provides default settings for text rendering.

```Elixir
Image.Options.Text.default_options/0
```

--------------------------------

### Get Default Backend for NX

Source: https://hexdocs.pm/image/segment_anything

Retrieves the current default backend configured for the NX library. This helps in understanding which backend is being used for computations.

```Elixir
Nx.default_backend()
```

--------------------------------

### Get Default Text Options

Source: https://hexdocs.pm/image/thumbnailing

Retrieves the default options for adding text to an image. This function provides a base configuration for text overlays.

```Elixir
Image.Options.Text.default_options/0
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/api-reference

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get Default Text Options

Source: https://hexdocs.pm/image/Image.Options

Retrieves the default options for adding text to an image. This function provides default settings for text rendering.

```elixir
Image.Options.Text.default_options/0
```

--------------------------------

### Image Social Media Handling (Resize, Usages, Platforms)

Source: https://hexdocs.pm/image/thumbnailing

Functions for managing social media image aspects, including resizing, tracking image usage, and identifying known platforms.

```Elixir
Image.Social.resize/3
Image.Social.resize!/3
Image.Social.image_usages/1
Image.Social.known_platforms/0
Image.Social.media_sizes/0
Image.Social.default_image_usage/1
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/readme

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Thumbnailing with Crop Options

Source: https://hexdocs.pm/image/thumbnailing

Illustrates how to use the Image.thumbnail function with different cropping strategies, including no cropping and cropping based on image attention.

```elixir
Image.thumbnail(image, 200, crop: :none)
```

```elixir
Image.thumbnail(image, 200, crop: :attention)
```

--------------------------------

### Default Options for New Image

Source: https://hexdocs.pm/image/segment_anything

Provides default options for creating a new image. This function initializes image settings to their default values.

```Elixir
Image.Options.New.default_options/0
```

--------------------------------

### Simplify Image Text Rendering with Pango

Source: https://hexdocs.pm/image/changelog

Refactors `Image.text/2` and `Image.simple_text/2` to exclusively use the Pango renderer, removing SVG rendering and certain options like `:text_stroke_color`, `:text_stroke_width`, and `:autofit`. Width and height are now optional.

```Elixir
Image.text/2
Image.simple_text/2
```

--------------------------------

### Image.dominant_color/2 - Get Dominant Color

Source: https://hexdocs.pm/image/changelog

Adds `Image.dominant_color/2` to extract the most prominent color from an image. This function takes an image and an optional number of colors to consider.

```Elixir
Image.dominant_color(image, num_colors)
```

--------------------------------

### Get Known Kernels

Source: https://hexdocs.pm/image/Image

Retrieves a list of all known kernels for image convolution operations. This function provides a comprehensive list of supported kernel types.

```Elixir
Image.Kernel.known_kernel/0
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/segment_anything

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get Known Interpretations

Source: https://hexdocs.pm/image/Image

Retrieves a list of all known image interpretations. This function provides a comprehensive list of supported ways to interpret image data.

```Elixir
Image.Interpretation.known_interpretations/0
```

--------------------------------

### Support capturing images from video streams

Source: https://hexdocs.pm/image/changelog

Enables capturing images from video streams, not just video files, using `Image.Video.open(:default_camera)`. This expands the utility of the Image.Video module to real-time camera input. Note that image streams do not support seeking.

```Elixir
Image.Video.open/1
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/readme

Retrieves a list of all known blend modes supported by the library. This function provides information on available compositing methods.

```Elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/license

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get Known Extend Modes

Source: https://hexdocs.pm/image/readme

Retrieves a list of all known extend modes for image processing. This function provides information on how image boundaries are handled.

```Elixir
Image.ExtendMode.known_extend_modes/0
```

--------------------------------

### Image Resizing and Cropping

Source: https://hexdocs.pm/image/thumbnailing

Provides functions for resizing images to specific dimensions, creating thumbnails, embedding images, and cropping to various specifications.

```Elixir
embed/4
find_trim/2
find_trim!/2
resize/3
resize!/3
thumbnail/3
thumbnail!/3
trim/2
trim!/2
center_crop/3
center_crop!/3
crop/2
crop/5
crop!/2
crop!/5
```

--------------------------------

### Image: Files and Streams (Elixir)

Source: https://hexdocs.pm/image/Image

Functions for creating and manipulating images from binary data, SVG, and streams. Includes functions for opening, writing, and creating new image instances.

```elixir
iex> Image.from_binary(binary)
%Image{}

iex> Image.from_svg(svg_data)
%Image{}

iex> Image.new(width, height, color)
%Image{}

iex> Image.open(path, format)
%Image{}

iex> Image.stream!(image, format)
{:ok, stream}

iex> Image.write(image, path, format)
:ok
```

--------------------------------

### Get NX Format from Band Format

Source: https://hexdocs.pm/image/readme

Converts an Elixir Image BandFormat to its corresponding NX format identifier. This function is used for format interoperability.

```Elixir
Image.BandFormat.nx_format/1
```

```Elixir
Image.BandFormat.nx_format!/1
```

--------------------------------

### Get NX Format from Band Format

Source: https://hexdocs.pm/image/color_clustering

Converts a standard image band format to its corresponding NX (NervesKit) representation. This is useful for internal processing.

```Elixir
Image.BandFormat.nx_format/1
```

```Elixir
Image.BandFormat.nx_format!/1
```

--------------------------------

### Image Social Media Handling (Resize, Usages, Platforms)

Source: https://hexdocs.pm/image/color_clustering

Functions for managing social media image aspects, including resizing, tracking image usage, and identifying known platforms.

```Elixir
Image.Social.resize/3
Image.Social.resize!/3
Image.Social.image_usages/1
Image.Social.known_platforms/0
Image.Social.media_sizes/0
Image.Social.default_image_usage/1
```

--------------------------------

### Generate Thumbnail from Image File

Source: https://hexdocs.pm/image/thumbnailing

This snippet demonstrates the basic process of reading an image file, creating a thumbnail with a specified size, and saving the thumbnail to a new file using Vix.Vips.Image functions.

```elixir
original_raw = File.read!("/path/to_original.jpg");
{:ok, original} = Image.from_binary(original_raw)
{:ok, thumbnail} = Image.thumbnail(original, 200)
Image.write(thumbnail, "/tmp/thumbnail.png")
Image.write(thumbnail, "/path/to_thumbnail.png")
```

--------------------------------

### Get Known Band Formats

Source: https://hexdocs.pm/image/color_clustering

Retrieves a list of all supported image band formats. This includes formats like RGB, RGBA, Grayscale, etc.

```Elixir
Image.BandFormat.known_band_formats/0
```

--------------------------------

### Get Known Extend Modes

Source: https://hexdocs.pm/image/license

Retrieves a list of all known extend modes for image processing. This function provides information on how image boundaries are handled.

```Elixir
Image.ExtendMode.known_extend_modes/0
```

--------------------------------

### Add Image Nx Convenience Functions

Source: https://hexdocs.pm/image/changelog

Introduces Image.Nx to host convenience functions related to Nx.

```Elixir
Image.Nx
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/license

Retrieves a list of all known blend modes supported by the library. This function provides information on available compositing methods.

```Elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### Image Composition Options

Source: https://hexdocs.pm/image/thumbnailing

Provides default options for image composition.

```Elixir
Image.Options.Compose.default_composit_options/0
```

--------------------------------

### Get NX Format from Band Format

Source: https://hexdocs.pm/image/license

Converts an Elixir Image BandFormat to its corresponding NX format identifier. This function is used for format interoperability.

```Elixir
Image.BandFormat.nx_format/1
```

```Elixir
Image.BandFormat.nx_format!/1
```

--------------------------------

### Get Default Margin for Meme Options

Source: https://hexdocs.pm/image/color_clustering

Retrieves the default margin value for meme image options. This is useful for setting initial text positioning.

```Elixir
Image.Options.Meme.default_margin/1
```

--------------------------------

### Nx and Evision Integration

Source: https://hexdocs.pm/image/thumbnailing

Facilitates conversion between image formats and Nx/Evision representations for numerical processing.

```Elixir
from_evision/1
from_nx/1
from_nx!/1
to_evision/2
to_list/1
to_nx/2
to_nx!/2
```

--------------------------------

### Image Social Media Handling (Resize, Usages, Platforms)

Source: https://hexdocs.pm/image/api-reference

Functions for managing social media image aspects, including resizing, tracking image usage, and identifying known platforms.

```Elixir
Image.Social.resize/3
Image.Social.resize!/3
Image.Social.image_usages/1
Image.Social.known_platforms/0
Image.Social.media_sizes/0
Image.Social.default_image_usage/1
```

--------------------------------

### Get Known Extend Modes

Source: https://hexdocs.pm/image/thumbnailing

Retrieves a list of all known extend modes for image processing. This function provides information on how image boundaries are handled.

```Elixir
Image.ExtendMode.known_extend_modes/0
```

--------------------------------

### Get NX Format from Band Format

Source: https://hexdocs.pm/image/thumbnailing

Converts an Elixir Image BandFormat to its corresponding NX format identifier. This function is used for format interoperability.

```Elixir
Image.BandFormat.nx_format/1
```

```Elixir
Image.BandFormat.nx_format!/1
```

--------------------------------

### Elixir Image Options for Opening Images

Source: https://hexdocs.pm/image/api-reference

Defines options and performs validation for the `Image.open/2` function, used for opening and loading image files.

```Elixir
Image.Options.Open
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/thumbnailing

Retrieves a list of all known blend modes supported by the library. This function provides information on available compositing methods.

```Elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### Get Known Interpretations

Source: https://hexdocs.pm/image/segment_anything

Retrieves a list of all known image interpretations, which define how pixel data should be interpreted (e.g., color space, data type).

```Elixir
Image.Interpretation.known_interpretations/0
```

--------------------------------

### Open Base Image from URL

Source: https://hexdocs.pm/image/image_edge_masking

Opens a base image from a given URL using the Req library and then loads it into the Image library. This is typically used for initial image loading and processing.

```elixir
{:ok, response} = Req.get("https://raw.githubusercontent.com/elixir-image/image/main/test/support/images/jigsaw.png")
jigsaw = Image.open!(response.body)
```

--------------------------------

### Get Known Blend Modes

Source: https://hexdocs.pm/image/Image.Options

Retrieves a list of all known blend modes supported for image operations. This function lists the available compositing methods.

```elixir
Image.BlendMode.known_blend_modes/0
```

--------------------------------

### Support for vix prebuilt libvips with conditional FFT

Source: https://hexdocs.pm/image/changelog

Adds support for upcoming prebuilt `libvips` from `vix`. The inclusion of `Image.skew_angle/1` and `Image.fft/1` is conditional on the availability of `Vix.Vips.Operation.fft!/1`, as the prebuilt library might not include FFT dependencies.

```Elixir
Image.skew_angle/1
```

```Elixir
Image.fft/1
```

```Elixir
Vix.Vips.Operation.fft!/1
```

--------------------------------

### Get Default Blend Mode

Source: https://hexdocs.pm/image/Image.Options

Retrieves the default blend mode for image compositing. This function provides the standard blending mode when none is specified.

```elixir
Image.BlendMode.default_blend_mode/0
```

--------------------------------

### Image Resizing and Cropping

Source: https://hexdocs.pm/image/readme

Provides functions for resizing images to specific dimensions, creating thumbnails, embedding images, and cropping to various specifications.

```Elixir
embed/4
find_trim/2
find_trim!/2
resize/3
resize!/3
thumbnail/3
thumbnail!/3
trim/2
trim!/2
center_crop/3
center_crop!/3
crop/2
crop/5
crop!/2
crop!/5
```

--------------------------------

### Image Resizing and Cropping

Source: https://hexdocs.pm/image/Image.Options

Provides functions for resizing images to specific dimensions, creating thumbnails, embedding images, and cropping to various specifications.

```Elixir
embed/4
find_trim/2
find_trim!/2
resize/3
resize!/3
thumbnail/3
thumbnail!/3
trim/2
trim!/2
center_crop/3
center_crop!/3
crop/2
crop/5
crop!/2
crop!/5
```