{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "Crop centered window to fit given aspect ratio"
   ],
   "metadata": {}
  },
  {
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": "150×400 MosaicViews.MosaicView{RGB{FixedPointNumbers.N0f8}, 4, Base.ReshapedArray{RGB{FixedPointNumbers.N0f8}, 4, PaddedViews.PaddedView{RGB{FixedPointNumbers.N0f8}, 3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}, StackViews.StackView{RGB{FixedPointNumbers.N0f8}, 3, 3, Tuple{OffsetArrays.OffsetMatrix{RGB{FixedPointNumbers.N0f8}, PaddedViews.PaddedView{RGB{FixedPointNumbers.N0f8}, 2, Tuple{UnitRange{Int64}, UnitRange{Int64}}, Matrix{RGB{FixedPointNumbers.N0f8}}}}, OffsetArrays.OffsetMatrix{RGB{FixedPointNumbers.N0f8}, PaddedViews.PaddedView{RGB{FixedPointNumbers.N0f8}, 2, Tuple{UnitRange{Int64}, UnitRange{Int64}}, Matrix{RGB{FixedPointNumbers.N0f8}}}}}}}, Tuple{Base.MultiplicativeInverses.SignedMultiplicativeInverse{Int64}, Base.MultiplicativeInverses.SignedMultiplicativeInverse{Int64}}}}:\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)  …  RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)  …  RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n ⋮                                               ⋱  \n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)  …  RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(0.0,0.0,0.0)",
      "image/png": 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"
     },
     "metadata": {},
     "execution_count": 1
    }
   ],
   "cell_type": "code",
   "source": [
    "using Augmentor\n",
    "using ImageShow, ImageCore\n",
    "\n",
    "img_in = testpattern(RGB, ratio=0.5)\n",
    "img_out = augment(img_in, CropRatio()) # crop out a square window\n",
    "\n",
    "mosaicview(img_in, img_out; nrow=1)"
   ],
   "metadata": {},
   "execution_count": 1
  },
  {
   "cell_type": "markdown",
   "source": [
    "`RCropRatio` is a random version that randomly choose a crop center -- not necessarily the center\n",
    "of the input image."
   ],
   "metadata": {}
  },
  {
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": "150×150 Array{RGB{N0f8},2} with eltype RGB{FixedPointNumbers.N0f8}:\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)  …  RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)  …  RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n ⋮                                               ⋱  \n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)  …  RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)\n RGB{N0f8}(1.0,1.0,1.0)  RGB{N0f8}(1.0,1.0,1.0)     RGB{N0f8}(1.0,1.0,1.0)",
      "image/png": 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"
     },
     "metadata": {},
     "execution_count": 2
    }
   ],
   "cell_type": "code",
   "source": [
    "augment(img_in, RCropRatio())"
   ],
   "metadata": {},
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "source": [
    "![](cropratio.gif)"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Reference"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "---\n",
    "\n",
    "*This notebook was generated using [Literate.jl](https://github.com/fredrikekre/Literate.jl).*"
   ],
   "metadata": {}
  }
 ],
 "nbformat_minor": 3,
 "metadata": {
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.7.3"
  },
  "kernelspec": {
   "name": "julia-1.7",
   "display_name": "Julia 1.7.3",
   "language": "julia"
  }
 },
 "nbformat": 4
}