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{
"cells": [
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
"# using Plots \n",
"using Images"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"pixelGrid (generic function with 2 methods)"
]
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function pixelGrid(res=64)\n",
" m=collect(Iterators.product(-1.0:2.0/(res-1):1.0, -1:2.0/(res-1):1.0))[:] #equivilant to meshgrid\n",
" m=reshape(collect(Iterators.flatten(m)),2,length(m))\n",
" return m\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"circle (generic function with 4 methods)"
]
},
"execution_count": 91,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function circle(resolution=64,radius=1,thresholded=true)\n",
" pixels = pixelGrid(resolution);\n",
" X=pixels[1,:];\n",
" Y=pixels[2,:];\n",
" frep1= ((radius).*(radius).-((X.-(0)).*(X.-(0)).+(Y.-(0)).*(Y.-(0))));\n",
" if thresholded\n",
" frep1[frep1.<0.5].=0.0;\n",
" frep1[frep1.>=0.5].=1.0;\n",
" end\n",
" return reshape(frep1,resolution,resolution)\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {},
"outputs": [
{
"data": {
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"</svg>\n"
]
},
"execution_count": 100,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"resolution=32\n",
"thresholded=true\n",
"radius=1\n",
"target=circle(resolution,radius,thresholded)\n",
"f=target.*rand(resolution,resolution)\n",
"heatmap(f)\n",
"# fileName=\"./target_julia.png\"\n",
"# save(fileName, maximum(target).-target)\n"
]
},
{
"cell_type": "code",
"execution_count": 105,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"lossFunction (generic function with 1 method)"
]
},
"execution_count": 105,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function lossFunction(im,frep1)\n",
" return sum(abs.(im.-frep1))/length(im)\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 107,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.0"
]
},
"execution_count": 107,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"lossFunction(target,target)"
]
},
{
"cell_type": "code",
"execution_count": 102,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1024"
]
},
"execution_count": 102,
"metadata": {},
"output_type": "execute_result"
}
],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.5.2",
"language": "julia",
"name": "julia-1.5"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.5.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}