Eigenfaces/Surprising program.jl

### A Pluto.jl notebook ###
# v0.19.16

using Markdown
using InteractiveUtils

# ╔═╡ b145c465-51b2-4b14-a97e-badd6b774c5c
using Images

# ╔═╡ 5a799e65-a6b6-4cf1-b548-33e63432d13b
using LinearAlgebra

# ╔═╡ bce40ea4-b865-4309-bc0f-2c8f20fac78a
img = load("/home/a/cropped.jpg")

# ╔═╡ 37bf6fca-c7c1-4272-9be4-3308c39d055c
begin
	a = []
	for i in img
		push!(a, i.r)
		push!(a, i.g)
		push!(a, i.b)
	end
	println(length(a))
end

# ╔═╡ cf2406d7-7793-41b8-af18-183c826c2844
M = a*a'

# ╔═╡ f86cc790-a62f-49d4-a212-4db795fd5320
v = eigvecs(M)

# ╔═╡ b23e3158-0e33-48db-b8c3-f635b3f48e82
l = eigvals(M)

# ╔═╡ 1e10bd69-40ae-40bf-9718-5a493439f58a
b = v[length(a)-1,:]

# ╔═╡ c133199d-4d9b-4f1e-8da0-e3b145759e5f
out = (a⋅b)b/(b⋅b)

# ╔═╡ 5d085cef-9485-49f1-9548-faa1f84f4f46
# ╠═╡ disabled = true
#=╠═╡

  ╠═╡ =#

# ╔═╡ 6b4e0da5-6c40-4e17-8992-0ba05d730c2f
begin
	img_out = Vector{RGB{N0f8}}()
	for i in 1:length(out)÷3
		push!(img_out, RGB{N0f8}(abs(out[3*i-2]), abs(out[3*i-1]), abs(out[3*i])))
	end
	println(length(img_out))
end

# ╔═╡ 1fe4e289-6a58-4652-853a-104244478526
reshape(img_out, (40,53))

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
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LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"

[compat]
Images = "~0.25.2"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
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[[deps.Random]]
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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