empet · November 6, 2024 22:01
diff --git a/extract-heatmap-data.ipynb b/extract-heatmap-data.ipynb
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      "text/html": [
       "<div style=\"padding: 1em; background-color: #f8d6da; border: 1px solid #f5c6cb; font-weight: bold;\">\n",
       "<p>The WebIO Jupyter extension was not detected. See the\n",
       "<a href=\"https://juliagizmos.github.io/WebIO.jl/latest/providers/ijulia/\" target=\"_blank\">\n",
       "    WebIO Jupyter integration documentation\n",
       "</a>\n",
       "for more information.\n",
       "</div>\n"
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       "WebIO._IJuliaInit()"
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     "data": {
      "text/plain": [
       "image2zvals (generic function with 1 method)"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Clustering, Images, ColorSchemes\n",
    "using Plots\n",
    "plotlyjs()\n",
    "\n",
    "function image2zvals(img::Union{Matrix{RGB{T}}, Matrix{RGBA{T}}};  \n",
    "               n_colors=64, maxiter=200, tol=1e-04) where T<:Real\n",
    "    \n",
    "    rows, cols = size(img)\n",
    "    observations = reshape(img, rows*cols)\n",
    "    kmres = kmeans(observations, n_colors; maxiter = maxiter, tol=tol)\n",
    "    nclust = nclusters(kmres)\n",
    "    a = assignments(kmres)/nclust\n",
    "    z_data = reshape(a, rows, cols)\n",
    "   \n",
    "    hcolors =  kmres.centers # kmres.centers is the codebook\n",
    "    if fieldcount(eltype(img)) == 3\n",
    "        cscheme = ColorScheme([RGB(c...) for c in eachcol(hcolors)])\n",
    "    else\n",
    "         cscheme = ColorScheme([RGB(c[1:3]...) for c in eachcol(hcolors)]) \n",
    "    end    \n",
    "    return z_data, cscheme\n",
    "end "
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   "cell_type": "code",
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   "id": "34c49703",
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   "source": [
    "img = load(\"heatmap-forum.jpeg\");"
   ]
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  {
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   "execution_count": 3,
   "id": "d9e483b0",
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   "source": [
    "zdata, cscheme = image2zvals(img; n_colors=64,  maxiter=200, tol=1e-04);"
   ]
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   "id": "9ae17cef",
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   "source": [
    "Reconstructed heatmap:"
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No results found