916 lines
29 KiB
Julia
916 lines
29 KiB
Julia
### A Pluto.jl notebook ###
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# v0.19.16
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using Markdown
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using InteractiveUtils
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# ╔═╡ b145c465-51b2-4b14-a97e-badd6b774c5c
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using Images
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# ╔═╡ 5a799e65-a6b6-4cf1-b548-33e63432d13b
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using LinearAlgebra
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# ╔═╡ bce40ea4-b865-4309-bc0f-2c8f20fac78a
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img = load("/home/a/cropped.jpg")
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# ╔═╡ 37bf6fca-c7c1-4272-9be4-3308c39d055c
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begin
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a = []
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for i in img
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push!(a, i.r)
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push!(a, i.g)
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push!(a, i.b)
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end
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println(length(a))
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end
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# ╔═╡ cf2406d7-7793-41b8-af18-183c826c2844
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M = a*a'
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# ╔═╡ f86cc790-a62f-49d4-a212-4db795fd5320
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v = eigvecs(M)
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# ╔═╡ b23e3158-0e33-48db-b8c3-f635b3f48e82
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l = eigvals(M)
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# ╔═╡ 1e10bd69-40ae-40bf-9718-5a493439f58a
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b = v[length(a)-1,:]
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# ╔═╡ c133199d-4d9b-4f1e-8da0-e3b145759e5f
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out = (a⋅b)b/(b⋅b)
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# ╔═╡ 5d085cef-9485-49f1-9548-faa1f84f4f46
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# ╠═╡ disabled = true
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#=╠═╡
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╠═╡ =#
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# ╔═╡ 6b4e0da5-6c40-4e17-8992-0ba05d730c2f
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begin
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img_out = Vector{RGB{N0f8}}()
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for i in 1:length(out)÷3
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push!(img_out, RGB{N0f8}(abs(out[3*i-2]), abs(out[3*i-1]), abs(out[3*i])))
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end
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println(length(img_out))
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end
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# ╔═╡ 1fe4e289-6a58-4652-853a-104244478526
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reshape(img_out, (40,53))
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# ╔═╡ 00000000-0000-0000-0000-000000000001
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PLUTO_PROJECT_TOML_CONTENTS = """
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[deps]
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Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
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LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
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[compat]
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Images = "~0.25.2"
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"""
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# ╔═╡ 00000000-0000-0000-0000-000000000002
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PLUTO_MANIFEST_TOML_CONTENTS = """
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# This file is machine-generated - editing it directly is not advised
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julia_version = "1.8.3"
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manifest_format = "2.0"
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project_hash = "22c5389c761f7073af012f946281dddefd8b3e60"
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[[deps.AbstractFFTs]]
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deps = ["ChainRulesCore", "LinearAlgebra"]
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git-tree-sha1 = "69f7020bd72f069c219b5e8c236c1fa90d2cb409"
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uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
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version = "1.2.1"
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[[deps.Adapt]]
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deps = ["LinearAlgebra"]
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git-tree-sha1 = "195c5505521008abea5aee4f96930717958eac6f"
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uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
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version = "3.4.0"
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[[deps.ArgTools]]
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uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
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version = "1.1.1"
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[[deps.ArnoldiMethod]]
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deps = ["LinearAlgebra", "Random", "StaticArrays"]
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git-tree-sha1 = "62e51b39331de8911e4a7ff6f5aaf38a5f4cc0ae"
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uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
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version = "0.2.0"
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[[deps.Artifacts]]
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uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
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[[deps.AxisAlgorithms]]
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deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
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git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
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uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
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version = "1.0.1"
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[[deps.AxisArrays]]
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deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
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git-tree-sha1 = "1dd4d9f5beebac0c03446918741b1a03dc5e5788"
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uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
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version = "0.4.6"
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[[deps.Base64]]
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uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
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[[deps.CEnum]]
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git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
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uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
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version = "0.4.2"
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[[deps.CatIndices]]
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deps = ["CustomUnitRanges", "OffsetArrays"]
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git-tree-sha1 = "a0f80a09780eed9b1d106a1bf62041c2efc995bc"
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uuid = "aafaddc9-749c-510e-ac4f-586e18779b91"
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version = "0.2.2"
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[[deps.ChainRulesCore]]
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deps = ["Compat", "LinearAlgebra", "SparseArrays"]
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git-tree-sha1 = "e7ff6cadf743c098e08fca25c91103ee4303c9bb"
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uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
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version = "1.15.6"
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[[deps.ChangesOfVariables]]
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deps = ["ChainRulesCore", "LinearAlgebra", "Test"]
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git-tree-sha1 = "38f7a08f19d8810338d4f5085211c7dfa5d5bdd8"
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uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
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version = "0.1.4"
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[[deps.Clustering]]
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deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
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git-tree-sha1 = "64df3da1d2a26f4de23871cd1b6482bb68092bd5"
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uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
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version = "0.14.3"
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[[deps.ColorTypes]]
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deps = ["FixedPointNumbers", "Random"]
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git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
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uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
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version = "0.11.4"
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[[deps.ColorVectorSpace]]
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deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "TensorCore"]
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git-tree-sha1 = "d08c20eef1f2cbc6e60fd3612ac4340b89fea322"
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uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
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version = "0.9.9"
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[[deps.Colors]]
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deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
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git-tree-sha1 = "417b0ed7b8b838aa6ca0a87aadf1bb9eb111ce40"
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uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
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version = "0.12.8"
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[[deps.Compat]]
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deps = ["Dates", "LinearAlgebra", "UUIDs"]
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git-tree-sha1 = "aaabba4ce1b7f8a9b34c015053d3b1edf60fa49c"
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uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
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version = "4.4.0"
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[[deps.CompilerSupportLibraries_jll]]
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deps = ["Artifacts", "Libdl"]
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uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
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version = "0.5.2+0"
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[[deps.ComputationalResources]]
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git-tree-sha1 = "52cb3ec90e8a8bea0e62e275ba577ad0f74821f7"
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uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3"
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version = "0.3.2"
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[[deps.CoordinateTransformations]]
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deps = ["LinearAlgebra", "StaticArrays"]
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git-tree-sha1 = "681ea870b918e7cff7111da58791d7f718067a19"
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uuid = "150eb455-5306-5404-9cee-2592286d6298"
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version = "0.6.2"
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[[deps.CustomUnitRanges]]
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git-tree-sha1 = "1a3f97f907e6dd8983b744d2642651bb162a3f7a"
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uuid = "dc8bdbbb-1ca9-579f-8c36-e416f6a65cce"
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version = "1.0.2"
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[[deps.DataAPI]]
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git-tree-sha1 = "e08915633fcb3ea83bf9d6126292e5bc5c739922"
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uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
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version = "1.13.0"
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[[deps.DataStructures]]
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deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
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git-tree-sha1 = "d1fff3a548102f48987a52a2e0d114fa97d730f0"
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uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
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[[deps.Dates]]
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deps = ["Printf"]
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uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
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[[deps.Distances]]
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deps = ["LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI"]
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git-tree-sha1 = "3258d0659f812acde79e8a74b11f17ac06d0ca04"
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deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
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git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
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[[deps.FileIO]]
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deps = ["Pkg", "Requires", "UUIDs"]
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git-tree-sha1 = "7be5f99f7d15578798f338f5433b6c432ea8037b"
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git-tree-sha1 = "342f789fd041a55166764c351da1710db97ce0e0"
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[[deps.ImageMagick]]
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[[deps.ImageMagick_jll]]
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deps = ["Artifacts", "Ghostscript_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg", "Zlib_jll", "libpng_jll"]
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git-tree-sha1 = "124626988534986113cfd876e3093e4a03890f58"
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[[deps.ImageMetadata]]
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deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
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git-tree-sha1 = "36cbaebed194b292590cba2593da27b34763804a"
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[[deps.ImageMorphology]]
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deps = ["ImageCore", "LinearAlgebra", "Requires", "TiledIteration"]
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git-tree-sha1 = "e7c68ab3df4a75511ba33fc5d8d9098007b579a8"
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[[deps.ImageQualityIndexes]]
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deps = ["ImageContrastAdjustment", "ImageCore", "ImageDistances", "ImageFiltering", "LazyModules", "OffsetArrays", "Statistics"]
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git-tree-sha1 = "0c703732335a75e683aec7fdfc6d5d1ebd7c596f"
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[[deps.ImageSegmentation]]
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deps = ["Clustering", "DataStructures", "Distances", "Graphs", "ImageCore", "ImageFiltering", "ImageMorphology", "LinearAlgebra", "MetaGraphs", "RegionTrees", "SimpleWeightedGraphs", "StaticArrays", "Statistics"]
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git-tree-sha1 = "36832067ea220818d105d718527d6ed02385bf22"
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uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
|
|
version = "0.4.3"
|
|
|
|
[[deps.Reexport]]
|
|
git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
|
|
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
|
|
version = "1.2.2"
|
|
|
|
[[deps.RegionTrees]]
|
|
deps = ["IterTools", "LinearAlgebra", "StaticArrays"]
|
|
git-tree-sha1 = "4618ed0da7a251c7f92e869ae1a19c74a7d2a7f9"
|
|
uuid = "dee08c22-ab7f-5625-9660-a9af2021b33f"
|
|
version = "0.3.2"
|
|
|
|
[[deps.Requires]]
|
|
deps = ["UUIDs"]
|
|
git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
|
|
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
|
|
version = "1.3.0"
|
|
|
|
[[deps.Rotations]]
|
|
deps = ["LinearAlgebra", "Quaternions", "Random", "StaticArrays", "Statistics"]
|
|
git-tree-sha1 = "793b6ef92f9e96167ddbbd2d9685009e200eb84f"
|
|
uuid = "6038ab10-8711-5258-84ad-4b1120ba62dc"
|
|
version = "1.3.3"
|
|
|
|
[[deps.SHA]]
|
|
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
|
|
version = "0.7.0"
|
|
|
|
[[deps.Serialization]]
|
|
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
|
|
|
|
[[deps.SharedArrays]]
|
|
deps = ["Distributed", "Mmap", "Random", "Serialization"]
|
|
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
|
|
|
|
[[deps.SimpleTraits]]
|
|
deps = ["InteractiveUtils", "MacroTools"]
|
|
git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
|
|
uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
|
|
version = "0.9.4"
|
|
|
|
[[deps.SimpleWeightedGraphs]]
|
|
deps = ["Graphs", "LinearAlgebra", "Markdown", "SparseArrays", "Test"]
|
|
git-tree-sha1 = "a6f404cc44d3d3b28c793ec0eb59af709d827e4e"
|
|
uuid = "47aef6b3-ad0c-573a-a1e2-d07658019622"
|
|
version = "1.2.1"
|
|
|
|
[[deps.Sixel]]
|
|
deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
|
|
git-tree-sha1 = "8fb59825be681d451c246a795117f317ecbcaa28"
|
|
uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
|
|
version = "0.1.2"
|
|
|
|
[[deps.Sockets]]
|
|
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
|
|
|
|
[[deps.SortingAlgorithms]]
|
|
deps = ["DataStructures"]
|
|
git-tree-sha1 = "a4ada03f999bd01b3a25dcaa30b2d929fe537e00"
|
|
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
|
|
version = "1.1.0"
|
|
|
|
[[deps.SparseArrays]]
|
|
deps = ["LinearAlgebra", "Random"]
|
|
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
|
|
|
|
[[deps.SpecialFunctions]]
|
|
deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
|
|
git-tree-sha1 = "d75bda01f8c31ebb72df80a46c88b25d1c79c56d"
|
|
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
|
|
version = "2.1.7"
|
|
|
|
[[deps.StackViews]]
|
|
deps = ["OffsetArrays"]
|
|
git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
|
|
uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
|
|
version = "0.1.1"
|
|
|
|
[[deps.StaticArrays]]
|
|
deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
|
|
git-tree-sha1 = "4e051b85454b4e4f66e6a6b7bdc452ad9da3dcf6"
|
|
uuid = "90137ffa-7385-5640-81b9-e52037218182"
|
|
version = "1.5.10"
|
|
|
|
[[deps.StaticArraysCore]]
|
|
git-tree-sha1 = "6b7ba252635a5eff6a0b0664a41ee140a1c9e72a"
|
|
uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
|
|
version = "1.4.0"
|
|
|
|
[[deps.Statistics]]
|
|
deps = ["LinearAlgebra", "SparseArrays"]
|
|
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
|
|
|
|
[[deps.StatsAPI]]
|
|
deps = ["LinearAlgebra"]
|
|
git-tree-sha1 = "f9af7f195fb13589dd2e2d57fdb401717d2eb1f6"
|
|
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
|
|
version = "1.5.0"
|
|
|
|
[[deps.StatsBase]]
|
|
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
|
|
git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916"
|
|
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
|
|
version = "0.33.21"
|
|
|
|
[[deps.TOML]]
|
|
deps = ["Dates"]
|
|
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
|
|
version = "1.0.0"
|
|
|
|
[[deps.Tar]]
|
|
deps = ["ArgTools", "SHA"]
|
|
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
|
|
version = "1.10.1"
|
|
|
|
[[deps.TensorCore]]
|
|
deps = ["LinearAlgebra"]
|
|
git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
|
|
uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
|
|
version = "0.1.1"
|
|
|
|
[[deps.Test]]
|
|
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
|
|
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
|
|
|
|
[[deps.TiffImages]]
|
|
deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
|
|
git-tree-sha1 = "f8cd5b95aae14d3d88da725414bdde342457366f"
|
|
uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
|
|
version = "0.6.2"
|
|
|
|
[[deps.TiledIteration]]
|
|
deps = ["OffsetArrays"]
|
|
git-tree-sha1 = "5683455224ba92ef59db72d10690690f4a8dc297"
|
|
uuid = "06e1c1a7-607b-532d-9fad-de7d9aa2abac"
|
|
version = "0.3.1"
|
|
|
|
[[deps.TranscodingStreams]]
|
|
deps = ["Random", "Test"]
|
|
git-tree-sha1 = "8a75929dcd3c38611db2f8d08546decb514fcadf"
|
|
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
|
|
version = "0.9.9"
|
|
|
|
[[deps.UUIDs]]
|
|
deps = ["Random", "SHA"]
|
|
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
|
|
|
|
[[deps.UnPack]]
|
|
git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
|
|
uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
|
|
version = "1.0.2"
|
|
|
|
[[deps.Unicode]]
|
|
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
|
|
|
|
[[deps.WoodburyMatrices]]
|
|
deps = ["LinearAlgebra", "SparseArrays"]
|
|
git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
|
|
uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
|
|
version = "0.5.5"
|
|
|
|
[[deps.Zlib_jll]]
|
|
deps = ["Libdl"]
|
|
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
|
|
version = "1.2.12+3"
|
|
|
|
[[deps.Zstd_jll]]
|
|
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
|
|
git-tree-sha1 = "e45044cd873ded54b6a5bac0eb5c971392cf1927"
|
|
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
|
|
version = "1.5.2+0"
|
|
|
|
[[deps.libblastrampoline_jll]]
|
|
deps = ["Artifacts", "Libdl", "OpenBLAS_jll"]
|
|
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
|
|
version = "5.1.1+0"
|
|
|
|
[[deps.libpng_jll]]
|
|
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
|
|
git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
|
|
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
|
|
version = "1.6.38+0"
|
|
|
|
[[deps.libsixel_jll]]
|
|
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
|
|
git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
|
|
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
|
|
version = "1.10.3+0"
|
|
|
|
[[deps.nghttp2_jll]]
|
|
deps = ["Artifacts", "Libdl"]
|
|
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
|
|
version = "1.48.0+0"
|
|
|
|
[[deps.p7zip_jll]]
|
|
deps = ["Artifacts", "Libdl"]
|
|
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
|
|
version = "17.4.0+0"
|
|
"""
|
|
|
|
# ╔═╡ Cell order:
|
|
# ╠═b145c465-51b2-4b14-a97e-badd6b774c5c
|
|
# ╠═5a799e65-a6b6-4cf1-b548-33e63432d13b
|
|
# ╠═bce40ea4-b865-4309-bc0f-2c8f20fac78a
|
|
# ╠═37bf6fca-c7c1-4272-9be4-3308c39d055c
|
|
# ╠═cf2406d7-7793-41b8-af18-183c826c2844
|
|
# ╠═f86cc790-a62f-49d4-a212-4db795fd5320
|
|
# ╠═b23e3158-0e33-48db-b8c3-f635b3f48e82
|
|
# ╠═1e10bd69-40ae-40bf-9718-5a493439f58a
|
|
# ╠═c133199d-4d9b-4f1e-8da0-e3b145759e5f
|
|
# ╠═5d085cef-9485-49f1-9548-faa1f84f4f46
|
|
# ╠═6b4e0da5-6c40-4e17-8992-0ba05d730c2f
|
|
# ╠═1fe4e289-6a58-4652-853a-104244478526
|
|
# ╟─00000000-0000-0000-0000-000000000001
|
|
# ╟─00000000-0000-0000-0000-000000000002
|