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Simple image classification, embedding, object detection, segmentation, background removal, captioning, and zero-shot classification for the `image` library. Powered by Bumblebee and Ortex with strong, permissively-licensed defaults — no ML expertise required.

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mix.exs

defmodule ImageVision.MixProject do
use Mix.Project
@version "0.3.0"
@app_name "image_vision"
def project do
[
app: String.to_atom(@app_name),
version: @version,
elixir: "~> 1.17",
deps: deps(),
elixirc_paths: elixirc_paths(Mix.env()),
source_url: "https://github.com/elixir-image/image_vision",
docs: docs(),
build_embedded: Mix.env() == :prod,
start_permanent: Mix.env() == :prod,
description: description(),
package: package(),
aliases: aliases(),
dialyzer: [
ignore_warnings: ".dialyzer_ignore_warnings",
plt_add_apps: ~w(mix nx ortex bumblebee)a
],
compilers: Mix.compilers()
]
end
defp description do
"""
Simple image classification, embedding, object detection,
segmentation, background removal, captioning, and zero-shot
classification for the `image` library. Powered by Bumblebee and
Ortex with strong, permissively-licensed defaults — no ML
expertise required.
"""
end
def application do
[
mod: {ImageVision.Application, []},
extra_applications: [:logger, :inets, :crypto]
]
end
defp deps do
[
# The core image-processing library.
{:image, "~> 0.66"},
# Used to download ONNX model weights on first call.
{:req, "~> 0.5"},
# Transitive workaround: the `:color` dep (pulled in via `:image`)
# has a `Code.ensure_loaded?(Plug.Router)` check that misbehaves on
# Elixir 1.20-rc.4. Including `:plug` ensures the conditional
# branch compiles cleanly. Remove once `:color` upstream is fixed.
{:plug, "~> 1.15", optional: true},
# --- ML deps ---
#
# Segmentation and detection run ONNX models via Ortex.
{:ortex, "~> 0.1", optional: true},
#
# Classification and embedding use Bumblebee servings.
{:bumblebee, "~> 0.7", optional: true},
#
# Nx and EXLA are required for inference.
{:nx, "~> 0.12"},
{:exla, "~> 0.12"},
# --- Tooling ---
{:ex_doc, "~> 0.18", only: [:release, :dev, :docs]},
{:dialyxir, "~> 1.4", only: [:dev, :test], runtime: false}
] ++ maybe_json_polyfill()
end
defp maybe_json_polyfill do
if Code.ensure_loaded?(:json) do
[]
else
[{:json_polyfill, "~> 0.2 or ~> 1.0"}]
end
end
defp package do
[
maintainers: ["Kip Cole"],
licenses: ["Apache-2.0"],
links: links(),
files: [
"lib",
"guides",
"logo.jpg",
"mix.exs",
"README*",
"CHANGELOG*",
"LICENSE*"
]
]
end
def links do
%{
"GitHub" => "https://github.com/elixir-image/image_vision",
"Readme" => "https://github.com/elixir-image/image_vision/blob/v#{@version}/README.md",
"Changelog" =>
"https://github.com/elixir-image/image_vision/blob/v#{@version}/CHANGELOG.md",
"image" => "https://hex.pm/packages/image",
"libvips" => "https://www.libvips.org"
}
end
def docs do
[
source_ref: "v#{@version}",
main: "readme",
logo: "logo.jpg",
extra_section: "Guides",
extras: extras(),
groups_for_extras: groups_for_extras(),
formatters: ["html", "markdown"],
skip_undefined_reference_warnings_on: ["changelog", "CHANGELOG.md"]
]
end
defp groups_for_extras do
[
Guides: ~r"guides/.*"
]
end
defp extras do
Enum.filter(
[
"README.md",
"LICENSE.md",
"CHANGELOG.md",
"guides/overview.md",
"guides/classification.md",
"guides/segmentation.md",
"guides/detection.md",
"guides/face_detection.md",
"guides/background.md",
"guides/captioning.md",
"guides/zero_shot.md"
],
&File.exists?/1
)
end
def aliases do
[]
end
defp elixirc_paths(:test), do: ["lib", "test"]
defp elixirc_paths(_), do: ["lib"]
end