From e6aa562562203582b2e7ee8633bb943da9ff0052 Mon Sep 17 00:00:00 2001 From: Fons van der Plas Date: Mon, 6 May 2024 18:00:24 +0200 Subject: [PATCH] Create dither.jl (#59) Co-authored-by: Adrian Hill --- src/puzzles-games/dither.jl | 1031 +++++++++++++++++++++++++++++++++++ 1 file changed, 1031 insertions(+) create mode 100644 src/puzzles-games/dither.jl diff --git a/src/puzzles-games/dither.jl b/src/puzzles-games/dither.jl new file mode 100644 index 0000000..7577398 --- /dev/null +++ b/src/puzzles-games/dither.jl @@ -0,0 +1,1031 @@ +### A Pluto.jl notebook ### +# v0.19.41 + +#> [frontmatter] +#> license_url = "https://github.com/JuliaPluto/featured/blob/2a6a9664e5428b37abe4957c1dca0994f4a8b7fd/LICENSES/Unlicense" +#> image = "https://github.com/JuliaPluto/PlutoUI.jl/assets/6933510/fb234dbf-4bc7-4b43-8630-3ba29eed6e1c" +#> title = "Lo-fi webcam" +#> tags = ["game", "dithering", "DitherPunk", "webcam", "PlutoUI", "images"] +#> date = "2024-05-06" +#> description = "Use DitherPunk.jl to create a low-fi filter for your webcam!" +#> license = "Unlicense" +#> +#> [[frontmatter.author]] +#> name = "Adrian Hill" +#> url = "https://github.com/adrhill" + +using Markdown +using InteractiveUtils + +# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error). +macro bind(def, element) + quote + local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end + local el = $(esc(element)) + global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el) + el + end +end + +# ╔═╡ 5627c4c8-5c3c-11ec-3a25-fdc505adbe69 +begin + using PlutoUI + using DitherPunk + using ImageShow, ImageIO, Colors, ImageTransformations + using TestImages +end + +# ╔═╡ 9258ccd2-c6ef-4fff-b7bf-13f09dfd5b42 +md"# DitherPunk ❤️ Pluto!" + +# ╔═╡ 43744742-b8c7-4506-8ed6-1729fcd19321 + +md"""## What is dithering? +Dithering is a technique for image quantization, which means that it is used to accurately represent images using much smaller color palettes. + +Take the following grayscale image of a lighthouse as an example. We want to display this image using a simple black & white color palette: +""" + +# ╔═╡ 1e9359f2-59c1-4910-b00f-81dc74f889ae +lighthouse = Gray.(testimage("lighthouse")) # convert from color to gray + +# ╔═╡ 53d3af8c-88b5-4409-bf6a-9e1b22ac34a0 +md""" + +### Just black and white +One simple approach is to simply round each pixel up or down to its closest color: `1` for white or `0` for black. **However, a lot of information in the image gets lost!** 🥲 +""" + +# ╔═╡ d62c910f-dccd-4976-8d05-efd3e13353d3 +map(pixel -> pixel > 0.5 ? Gray(1) : Gray(0), lighthouse) + +# ╔═╡ 8a718f57-740b-43a8-9f05-6c699f982220 +md""" +### Nice dithering +Dithering solves this problem by adding some pleasant high frequency noise to approximate shading: +""" + +# ╔═╡ 0210462f-851b-4e2b-ba99-d7ade531fe11 +dither(lighthouse, Atkinson()) + +# ╔═╡ 7de553b7-e19f-4482-9b5e-d4c8755a033a +md""" +You can see different shades of gray, but this dithered image **only contains black and white pixels**, nothing inbetween! Zoom in to see it better. + +> #### Fun facts: +> * The idea behind dithering goes back to an ancient engraving technique from the 15th century called [stippling](https://en.wikipedia.org/wiki/Stippling)! +> * A related concept called [halftoning](https://en.wikipedia.org/wiki/Halftone) is used in printing to approximate grayscale color with black ink. Some dithering algorithms intentionally recreate the effect of halftoning. + +You might also have seen retro video games with limited color palettes make use of dithering. It's what gives the [Game Boy Camera](https://en.wikipedia.org/wiki/Game_Boy_Camera) its distinctive look! Let's apply this effect to our own images! +""" + +# ╔═╡ 9e1f34a2-c092-4b58-acac-b354f47465e5 +md""" +# Let's dither! +## Step 1: Take a picture +""" + +# ╔═╡ d7569390-af8c-47b2-901a-b107f43d2b71 +@bind img_raw PlutoUI.WebcamInput(help=false, avoid_allocs=true, max_size=200) + +# ╔═╡ 0c6aff98-350e-4935-834c-6b9aa9fa3a38 +md"""## Step 2: Dither! +Select your algorithm and color palette. Clicking on the individual colors will bring up a color picker:""" + +# ╔═╡ dc829cc3-213b-4f8f-b1e0-ad705be35edb +# Let's make a color picker with 4 colors: +@bind colors PlutoUI.combine() do Child + md""" + $(Child(ColorPicker(;default=colorant"#264653"))) + $(Child(ColorPicker(;default=colorant"#2a9d8f"))) + $(Child(ColorPicker(;default=colorant"#e9c46a"))) + $(Child(ColorPicker(;default=colorant"#f4a261"))) + $(Child(ColorPicker(;default=colorant"#e76f51"))) + """ +end + +# ╔═╡ 3ed9b4fd-2da0-419e-986c-16faa80ad536 +@bind algorithm Select([ + FloydSteinberg, Atkinson, JarvisJudice, Stucki, Burkes, + Sierra, TwoRowSierra, SierraLite, Fan93, ShiauFan, ShiauFan2, + Bayer, ClosestColor, + #ClusteredDots, CentralWhitePoint, BalancedCenteredPoint, Rhombus +]) + +# ╔═╡ ab69309f-6a08-4f9f-b503-7a9610b1994a +md"Do you want to turn the input image to grayscale before dithering? $\,$ $(@bind to_gray CheckBox(;default=true))" + +# ╔═╡ a4a610a0-2034-4548-b9b1-283eaba05b59 +md"""Tweak the image size, smaller can look better! $\,$ $(@bind width Slider(1:200, default=200, show_value=true)) +""" + +# ╔═╡ a52bdeb6-35c4-4a70-bfa4-469912b30b27 +md"""You can **right click** on your dithered image to save it as a png-file. + +**For more fun, take a look at [DitherPunk.jl](https://github.com/JuliaImages/DitherPunk.jl)!** +""" + +# ╔═╡ 83252609-ff10-4395-82b5-06b592998647 +md""" +# Appendix + +Here we resize and grayscale the image: +""" + +# ╔═╡ 354f38ba-a8cf-4405-a0ef-1ec243f18acf +maxsize = maximum(size(img_raw)); + +# ╔═╡ 7d1ced8c-8a33-4429-b8fb-f06eb4bc7b1b +colorscheme = [colors...]; + +# ╔═╡ c4799684-46b7-4783-99de-c8946e7067de +img = let + ratio = width / maxsize + img_sized = maxsize == 1 ? img_raw : imresize(img_raw; ratio=ratio) + img = to_gray ? Gray.(img_sized) : img_sized +end; + +# ╔═╡ 93e576e2-d5f0-44d9-8747-93ecefc51a8c +dither(img, algorithm(), colorscheme) + +# ╔═╡ ea42e1fe-7f4d-4f72-8bf1-165ee4067474 +# this little snippet makes sure that the dithered image displays in a nice way + +html""" + +""" + +# ╔═╡ 00000000-0000-0000-0000-000000000001 +PLUTO_PROJECT_TOML_CONTENTS = """ +[deps] +Colors = "5ae59095-9a9b-59fe-a467-6f913c188581" +DitherPunk = "b8f752a5-abd5-43b6-a55b-e75efda20de0" +ImageIO = "82e4d734-157c-48bb-816b-45c225c6df19" +ImageShow = "4e3cecfd-b093-5904-9786-8bbb286a6a31" +ImageTransformations = "02fcd773-0e25-5acc-982a-7f6622650795" +PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" +TestImages = "5e47fb64-e119-507b-a336-dd2b206d9990" + +[compat] +Colors = "~0.12.10" +DitherPunk = "~3.1.0" +ImageIO = "~0.6.7" +ImageShow = "~0.3.8" +ImageTransformations = "~0.10.1" +PlutoUI = "~0.7.33" +TestImages = "~1.8.0" +""" + +# ╔═╡ 00000000-0000-0000-0000-000000000002 +PLUTO_MANIFEST_TOML_CONTENTS = """ +# This file 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