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add getindex

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ton
2023-04-16 18:45:13 +07:00
parent 5843898d7d
commit e33117c3c6
3 changed files with 871 additions and 15 deletions
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# This file is machine-generated - editing it directly is not advised
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4
Project.toml
View File

@@ -2,3 +2,7 @@ name = "ANNUtils"
uuid = "2020b789-9369-480c-83ac-436777051053"
authors = ["ton <narawat@gmail.com>"]
version = "0.1.0"
[deps]
FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"

36
src/interface.jl
View File

@@ -2,7 +2,7 @@ module interface
export fileDataset
# using
using FileIO, Images
# function DataLoader(
@@ -22,8 +22,26 @@ export fileDataset
# return DataLoader(data, batchsize, buffer, partial, shuffle, parallel, collate, rng)
# end
struct fileContainer{T<:Vector}
data::T
struct fileContainer{T<:Vector{String}}
filelist::Vector{String} # a vector of each filename
classIdLabel::Dict{Symbol, String} # Dict(:n03085219 => "computer_monitor")
classIdOrder::Dict{Symbol, Number} # Dict(:n03085219=> 7)
end
length(container::fileContainer) = length(container.filelist)
function getindex(container::fileContainer, idx::Int)
path = container.filelist[idx]
classId = split(path, ".")[1]
_img = Images.load(path)
_img = itemdata(apply(tfm, Image(_img)))
img = collect(channelview(float32.(RGB.(_img))))
# img = (img .- mean(img)) ./ std(img) # normalize the image
img = permutedims(img, (3, 2, 1))
y = container.classIdOrder[Symbol(classId)]
return img, y
end
@@ -75,18 +93,6 @@ end