diff --git a/examples/simple_demosaicing_RawHandlerRawpy.ipynb b/examples/simple_demosaicing_RawHandlerRawpy.ipynb
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+++ b/examples/simple_demosaicing_RawHandlerRawpy.ipynb
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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "f01552a7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from RawHandler.RawHandlerRawpy import RawHandlerRawpy\n",
+ "from RawHandler.utils import download_file_requests\n",
+ "import matplotlib.pyplot as plt\n",
+ "import os"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "92ed72d7",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[1;31mnotebook controller is DISPOSED. \n",
+ "\u001b[1;31mView Jupyter log for further details."
+ ]
+ }
+ ],
+ "source": [
+ "# Download example raw files\n",
+ "def download_file_if_needed(file_url, output_file):\n",
+ " if not os.path.exists(output_file):\n",
+ " download_file_requests(file_url, output_file)\n",
+ "\n",
+ "\n",
+ "file_url = \"https://dataverse.uclouvain.be/api/access/datafile/:persistentId?persistentId=doi:10.14428/DVN/DEQCIM/N9OG4V\"\n",
+ "output_file = \"wall.raf\"\n",
+ "download_file_if_needed(file_url, output_file)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "edd4d31e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "File format not recognized.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Load the first image\n",
+ "rh = RawHandlerRawpy(\"wall.raf\", colorspace=\"sRGB\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "7e53a881",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "(3, 3296, 4934)\n",
+ "(3, 3296, 4934)\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandlerRawpy.py:69: RuntimeWarning: divide by zero encountered in matmul\n",
+ " transformed = (rgb_to_xyz @ xyz_linear.reshape(3, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandlerRawpy.py:69: RuntimeWarning: overflow encountered in matmul\n",
+ " transformed = (rgb_to_xyz @ xyz_linear.reshape(3, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandlerRawpy.py:69: RuntimeWarning: invalid value encountered in matmul\n",
+ " transformed = (rgb_to_xyz @ xyz_linear.reshape(3, -1)).reshape(orig_dims)\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# This wraps rawpy's postprocess method and gives an XYZ colorspace image\n",
+ "dims = (1800, 1800 + 200, 2700, 2700 + 200)\n",
+ "linear = rh._input_handler(dims=dims)\n",
+ "plt.imshow(linear.transpose(1, 2, 0) ** (1 / 2.2))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "d2a08be2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# This gives a color space transformed image\n",
+ "dims = (1800, 1800 + 200, 2700, 2700 + 200)\n",
+ "linear = rh.apply_colorspace_transform(dims=dims, clip=True)\n",
+ "plt.imshow(linear.transpose(1, 2, 0) ** (1 / 2.2))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "69cb7565",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.0, 0.802703318942944)"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# We can also simulate a sparse representation\n",
+ "dims = (1800, 1800 + 32, 2700, 2700 + 32)\n",
+ "\n",
+ "rgb = rh.as_sparse(dims=dims, pattern=\"RGGB\", cfa_type=\"bayer\")\n",
+ "plt.imshow((rgb).transpose(1, 2, 0) ** (1 / 2.2))\n",
+ "rgb.min(), rgb.max()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "91685722",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.032692937366009714, 0.802703318942944)"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Or a simulate a CFA\n",
+ "rgb = rh.as_cfa(dims=dims, pattern=\"RGGB\", cfa_type=\"bayer\")\n",
+ "plt.imshow((rgb).transpose(1, 2, 0) ** (1 / 2.2))\n",
+ "rgb.min(), rgb.max()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "85220fd8",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.0, 0.83044641200168257)"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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5wNRat2qCf/Gz/zOz0lsfw4JLmiv/hc982rYoL9zuX3uLxtiaT/WfBad+2YbGByWNjj7j7VQfscMREAAgCAIIABAEAQQACIIAAgAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABBEoR3F87yksp6/02ma4Q8cNi5Qf8P4lhz/0S2RQ/6lSwzjbJy2z8azHJEBD9nqJ47yry1la73QML4lw7JOnBRD7W1jbb2fHqm4zDGMbnFusoyGsd5b9HvAv3bmaFvvo/6li3rYWrd/0lavsxTTSBtJk7Pi2WclzTOMD+tsmU70laThYhQPAKBwIoAAAEEQQACAIAggAEAQBBAAIAgCCAAQBAEEAAiCAAIABEEAAQCCIIAAAEEQQACAICwTjM6o7npYUmm/4hLD/Run2pZjsfznu7UzzKayLktbWQZ2SSpnGAiWa2v9kgyz3SR1KWcoNq7DDP3e0NuwnxjNkm22WzfjzC7LDLabZJxLlzIytoesL8l/vlsXW2vpiH9pe42z9S4xIrZ70nkyzHaT1Nmyzo2zFDvrMf/ickMKfH1wBAQACIIAAgAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABAEAQQACIIAAgAEkZJIJAxDPuK3b98+lS9fXnpSUhm/31nQ279/Rz1qW6CcYf61PWy9l8i/d9s5ptZ69Sb/2uut6+Rpwzpxbs+Ob0yJYULRTMN0IudWy/iWZ4yjW/qOjW3UT7eptkVZ0M+/tqNldIszwzC+padtP5xnuP10fsbUWi/2tdXfrPH+xc/ebWvex39fWWgcCZUx07926a3+tV/+e7TS3r17lZ6eftI6joAAAEEQQACAohFAa9euVZs2bVS9enWlpKRo8eLF+X7eo0eP6PvHX6677rqCXGYAQHEMoAMHDqhBgwaaPHnySWtc4OzcuTPvMmeO8QUMAEDSM38eUKtWraLLqaSlpalq1ao/ZLkAAEkulteAVq9ercqVK6tu3brq37+/Pv/885PW5ubmRme+HX8BACS/Ag8g9/TbzJkztWrVKo0dO1Zr1qyJjpiOHDnxxxdmZ2dHp10fu9SsWbOgFwkAUBw+kjszMzPv/5deeqnq16+vOnXqREdFzZo1+059VlaWhg4dmve1OwIihAAg+cV+Gvb555+vSpUqacuWLSd9vci9Uen4CwAg+cUeQP/85z+j14CqVasW958CACTzU3D79+/PdzSzbds2bdq0SRUrVowuo0ePVkZGRnQW3NatWzVixAhdcMEFatmyZUEvOwCgOM2Cc6/lXHvttd/5fvfu3TVlyhS1a9dO77//vvbs2RO9WbVFixb67W9/qypVqthmwelhSaX9FurZ4f5XoKRMFvXyr23/nK23aVm6T7L1fv5O/9oTnx9yUnMN68TJtMzhMi6L+vvPmdOztjlzMtwy5hpnh2U+q/j0Mcywc6aNiO05k4WGfSUjx9bbtK/0ftzWe+pdsd2W5/Wxte78bIyHFD0Ns/2eN8z1+0pSv++fBWc+AmrSpIlOlVlvvPGGtSUAoBhiFhwAIAgCCAAQBAEEAAiCAAIABEEAAQCCIIAAAEEQQACAIAggAEAQBBAAIAgCCACQHJ8HVFBm6T6V9axtn2ponGJbjvayzJAyzo865F+6UIbZbm6uluJbJ5kyzhorMSK2WXCz5T/fratp6qFtvWTqEVvvEvcoLvNlWN+SOpWIb1/JkGHWmAyzxhzD7X6h8baZUc62KJb9trOMcx1LGm77R22tXzWs8+vPLvj9hCMgAEAQBBAAIAgCCAAQBAEEAAiCAAIABEEAAQCCIIAAAEEQQACAIAggAEAQBBAAIIiURCJhHVASq3379ql8+fLSM5L3LJ6bJ3v3X6oBpuVp86J/7fybTa3VSeP9i5+729a811jv0kUaaWrd/nnboizo7l/bUf7LHXnGsOx9beNyXpL/uJwubn81mN83xn1lunFf6e0/LmeRcVyOZV9ZYthPnLZ60r949kBb866/N5W/ouHetTfOti3Ka139a1trgq35C0P9a295ytD4K0nDtHfvXqWnp5+0iiMgAEAQBBAAIAgCCAAQBAEEAAiCAAIABEEAAQCCIIAAAEEQQACAIAggAEAQBBAAIAgCCAAQRKGdBTfXMAruRlccl8yJ/rUvDI5tMZbdYqu/YYahOMW4MD0etdXnDPOvNe6NL/f0r+0w09ZbXxtqe9nmzCnHf86c1cIetvoMy75S0rgwt/rPadSsAbE9fH7tJlvr1s/Z6lXGUHuTcXDgnL7x7LNuvRjuV1ovMDT+0m17MQsOAFA4EUAAgCAIIABAEAQQACAIAggAEAQBBAAIggACAARBAAEAgiCAAABBEEAAgCDOUiGVqbH+8y1S7oxt7Mxy+Y/Xue5sW28d8S+9QU/aeh8dGNtesFiG0TqS2h2N7yFRBz3lX5x2h615Of/SFbKN1vl16fj2lQxNsvUueWds22el/MfrNLfeG5XyL22t6bbeqb1t9Yb7lVdlGK0j6XrL7SfV1FqtZZhPVeJWQ22BlgEAULBMAZSdna3LL79c5cqVU+XKldWuXTtt3rw5X83Bgwc1YMAAnXvuuTrnnHOUkZGh3bt3F/BiAwCKVQCtWbMmCpf169drxYoVOnz4sFq0aKEDBw7k1QwZMkRLly7V/Pnzo/pPP/1UHTp0iGPZAQBFmOlZ1+XLl+f7OicnJzoS2rhxo6655ppo9Pb06dM1e/ZsNW3aNKqZMWOGLrzwwii0rrzyyoJdegBAkfWDXgNygeNUrFgx+tcFkTsqat68eV5NvXr1VKtWLa1bt+6EPXJzc6PPADr+AgBIfqcdQEePHtXgwYN11VVX6ZJLLom+t2vXLqWmpqpChQr5aqtUqRL97GSvK7kPoDt2qVmz5ukuEgCgOASQey3oww8/1Ny5P+zjSLOysqIjqWOXHTt2/KB+AIAkfh/QwIEDtWzZMq1du1Y1atTI+37VqlV16NAh7dmzJ99RkDsLzv3sRNLS0qILAKB4MR0BJRKJKHwWLVqkt956S7Vr187384YNG6pUqVJatWpV3vfcadrbt29X48aNC26pAQDF6wjIPe3mznBbsmRJ9F6gY6/ruNduypQpE/3bu3dvDR06NDoxIT09XYMGDYrChzPgAACnHUBTpkyJ/m3SpEm+77tTrXv06BH9/7HHHlOJEiWiN6C6M9xatmypp54yjEsBABQLKQn3vFoh4k7DdkdSesZ/FNwbt/j3bxk1NlhomNuUMc3U+g3d5l3bcr6ptV7t5F97vZ62NX/pdlt9F//ZZG/IMJfMrZcF/rUrO5paq7ly/Itf/Z8HYN6ut80mWyn/2WTN59kWZXln/9rrrPvKIsO+0t6wviWtlf86v+YVU2utvdFWf42e8y9e1MvWvL1/73dk6331G/61f2jpX+tGE7T491t13DNhJ8MsOABAEAQQACAIAggAEAQBBAAIggACAARBAAEAgiCAAABBEEAAgCAIIABAEAQQACCIwjuKR4/6z+J5+w7/P3DYtjyr3TwJT00WKj4ZM231y26Na0m0+gZbfZN5MX5ASIfn/Wtf727rbbhlvNNasY1AiRwx1LY2rBNnqWG9GO8t1hlG2jReZuutkobaVrNtvV/vaqs/6l+67npb68YrYrz9XGu401qZYZvF05ZRPACAQooAAgAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABAEAQQACIIAAgAEQQABAIKwTg46Y1ZpmM72rL2yREzzo9wcM73oX5x6s625YVnek222W6NS8e0FTWQZ7iapbOfYts+f5D/H7PIS8c1fu1ozbL0TPW31af6lGw3rxGlo2VeM26exlhh6t7U1N2zPj2Sb7XZxOcU2C66xFtl6p7X3r02xtf5A/vPd6lt6e9ZyBAQACIIAAgAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABAEAQQACIIAAgAEkZJIJBIqRPbt26fy5ctLyyTvWTzXzvbuv8k4kuPnK/1r/6u5qbUaaKF/8Ur/kRmR5i97l36kDqbWF//BtiibrvKv/bl1TMkaw5iSX7mdyt9G3eBd2/AtU2u929RW/5+a71+8vpOt+ZULvEv/qo6m1hdu8K/ddJmptX5uuf28Z7z9NHrTVL5VLbxr62y0LcpHDf1rL5b/7T7yB8Nt/6pXDI2/lJSpvXv3Kj09/aRVHAEBAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABAEAQQACIIAAgAEQQABAIIggAAAQRBAAIAgCu0sODdu7BzP32mwKsYFamaYTfamYS6ZY1jzH7W0tb7YMpusrK23rlxiq3+3rX/t17bWf73Gv/bCdTE+PGu03NZ77XW2+iP+pZuvtbWuu95QfJatty5b4V/7518rLv/4ha3+vD8Z/8AhQ+1Vxnlt73aIbfv87Qr/2np/NDTeL6mpmAUHACicTAGUnZ2tyy+/XOXKlVPlypXVrl07bd68OV9NkyZNlJKSku/Sr1+/gl5uAEBxCqA1a9ZowIABWr9+vVasWKHDhw+rRYsWOnDgQL66Pn36aOfOnXmXcePGFfRyAwCKONMzhsuX53+eOycnJzoS2rhxo6655psn48uWLauqVasW3FICAJLOD3oNyL3A5FSsWDHf92fNmqVKlSrpkksuUVZWlr780n040Ynl5uZGJx4cfwEAJD/rOS15jh49qsGDB+uqq66KguaYrl276rzzzlP16tX1wQcfaOTIkdHrRC+//PJJX1caPXr06S4GAKC4BZB7LejDDz/UO++8k+/7ffv2zfv/pZdeqmrVqqlZs2baunWr6tSp850+7ghp6NCheV+7I6CaNWue7mIBAJI5gAYOHKhly5Zp7dq1qlGjxilrGzVqFP27ZcuWEwZQWlpadAEAFC+mAHLvWR00aJAWLVqk1atXq3bt2t/7O5s2bYr+dUdCAACcVgC5p91mz56tJUuWRO8F2rVrV/R9N7mgTJky0dNs7uetW7fWueeeG70GNGTIkOgMufr161v+FAAgyZkCaMqUKXlvNj3ejBkz1KNHD6WmpmrlypWaOHFi9N4g91pORkaG7rvvvoJdagBA8XsK7lRc4Lg3qxaEq/SgpNJ+xbvu8W9snHz3nvznuzXyXNzTOQn+Yr1h7N0ytnWyVYbZbpLqWE72T7Ety4Va6l9cpo2tuWFZtss2262WceadjvqX1tUCW+9ER0OtrfX/lf98tx8ftvVWSf/S8/SKrXfujcZ6/9K/qoNtHy+l2NTTYv/is9oZav3KmAUHAAiCAAIABEEAAQCCIIAAAEEQQACAIAggAEAQBBAAIAgCCAAQBAEEAAiCAAIABJGS+L75OmeY+zwgN9xUbnyc52ibFYZRc7/WvbYFmjnGv/bWF02tt+hm79oLjJN4PjJM4rnYOrrlDcPoFqflbO/S99XV1Pp/LfSv/T8ZptY63zK+ZZVxdEuz8abyDbrbu/ay12yL8l+t/WsbaIat+Rs9/WtbGm5r0Ugb/9vyha+aWuvv19vqf6JH/YufGGZrPsh/3NRnso2bqmyYxLPJMIlnv6Sr//2p2enp6Set4wgIABAEAQQACIIAAgAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABAEAQQACIIAAgAEUXhnwcnN1irl90v9DQPBjBZO8a/NeMzY3HPWXaT/SFvvZ8f6155la/2WYbyX03SqofhrW28NvMu/durjtt5H/EvfHmBrfa1xJKHJmKG2+kkT/GsP2VovG+5fe4NxRJrKGWofNAyMdHIettUf9C/9uJ+t9UXzDcUHbL3Vw3D7GW64/eS6mXfMggMAFFIEEAAgCAIIABAEAQQACIIAAgAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCOMQljPnab2iMp61t1rGTxy1LUeGWvgX//lNW/OS/qXTZBitI+m2tfGNv2lqWSfOijdjW5Yp8h8P0n9FfLeOa9Xc1vsfK231Kf6li2UYrSOp3X8ZilNNrXWD2vkXH1hsa/7//EuXyzZa57pVim37XCTjLJ7XDLOsjIPVFhhuPx0tt03PWo6AAABBEEAAgCAIIABAEAQQACAIAggAEAQBBAAIggACAARBAAEAgiCAAABBEEAAgCAIIABAECmJRMI4PShe+/btU/ny5aWOkkp5/tKcX3n3f1prTMtze3v/2hmLTK3VU039i697y9Z8+dXepaP0jqn1Q61tizLsNf/aR3WZrXmHDf61LzcztR4n/4FgIzJNrTVxrq1+sOr4F9+y1db8hV96lz6t/21qfXtf/9qxz5haa6Sl+Hpbb716ral8kt72rr3zZtuiTHvRv/Y2Zdia91noX/tsW0Pjw26Infbu3av09PSTVnEEBAAIwhRAU6ZMUf369aNEc5fGjRvr9ddfz/v5wYMHNWDAAJ177rk655xzlJGRod27d8ex3ACA4hRANWrU0COPPKKNGzdqw4YNatq0qdq2bauPPvoo+vmQIUO0dOlSzZ8/X2vWrNGnn36qDh06xLXsAIDi8nlAbdq0yff1mDFjoqOi9evXR+E0ffp0zZ49OwomZ8aMGbrwwgujn1955ZUFu+QAgCLttF8DOnLkiObOnasDBw5ET8W5o6LDhw+refNvPpirXr16qlWrltatW3fSPrm5udGJB8dfAADJzxxAf/nLX6LXd9LS0tSvXz8tWrRIF110kXbt2qXU1FRVqFAhX32VKlWin51MdnZ2dNbbsUvNmjVP75oAAJI7gOrWratNmzbpvffeU//+/dW9e3d9/PHHp70AWVlZ0al6xy47duw47V4AgCR9DchxRzkXXHBB9P+GDRvqT3/6kx5//HF16dJFhw4d0p49e/IdBbmz4KpWrXrSfu5Iyl0AAMXLD34f0NGjR6PXcVwYlSpVSqtWffPmvc2bN2v79u3Ra0QAAJz2EZB7uqxVq1bRiQVffPFFdMbb6tWr9cYbb0Sv3/Tu3VtDhw5VxYoVo/cJDRo0KAofzoADAPygUTwuYNwRzs6dO6PAcW9KHTlypH7961/nvRF12LBhmjNnTnRU1LJlSz311FOnfAruZKN4Jkgq4/k7/S0TIqyW+I+00Q22kTYWE5bZ6oe6UUZxHQfPy386/vfKXOpfW9LWevIs/9oB3Wy9ddBQu/A/bb2vf9dW7zuWStJTi22t77BMb0mx9dYC/zE/amUb8yPDELHfLre1vr91jA/lX/nmTGEv7VcqrhdVps/3r+2daZzEs1DfO4rHtLjufT6nUrp0aU2ePDm6AABwKsyCAwAEQQABAIIggAAAQRBAAIAgCCAAQBAEEAAgCAIIABAEAQQACIIAAgAUjWnYcTs2GcgyBSUa+xCbrwvFcpjWh3VZzA9DDsdXftTW+qu4lsNcb9hPTmdZ4lon1mWxjuIpDrcf41igWPeVRCG5/fy79vsmvZlmwZ0J//znP/lQOgBIAu7z3WrUqFF0Ash9vMOnn36qcuXKKSUlJd+QUhdM7gqdarhdUcf1TB7F4To6XM/ksq8ArqeLFfeJCdWrV1eJEiWKzlNwbmFPlZhuhSTzxj+G65k8isN1dLieySX9B15P96kG34eTEAAAQRBAAIAgikwApaWl6YEHHoj+TWZcz+RRHK6jw/VMLmln8HoWupMQAADFQ5E5AgIAJBcCCAAQBAEEAAiCAAIABFFkAmjy5Mn6yU9+otKlS6tRo0b64x//qGTy4IMPRpMfjr/Uq1dPRdnatWvVpk2b6N3Q7vosXrw438/d+S+jRo1StWrVVKZMGTVv3lyffPKJku169ujR4zvb9rrrrlNRkp2drcsvvzyaUFK5cmW1a9dOmzdvzldz8OBBDRgwQOeee67OOeccZWRkaPfu3Uq269mkSZPvbM9+/fqpKJkyZYrq16+f92bTxo0b6/XXXz/j27JIBNBLL72koUOHRqcG/vnPf1aDBg3UsmVLffbZZ0omF198sXbu3Jl3eeedd1SUHThwINpW7sHDiYwbN06TJk3S1KlT9d577+nss8+Otqvb+ZPpejoucI7ftnPmzFFRsmbNmugOaf369VqxYoUOHz6sFi1aRNf9mCFDhmjp0qWaP39+VO9GanXo0EHJdj2dPn365Nuebl8uSmrUqKFHHnlEGzdu1IYNG9S0aVO1bdtWH3300Zndloki4IorrkgMGDAg7+sjR44kqlevnsjOzk4kiwceeCDRoEGDRLJyu9qiRYvyvj569GiiatWqifHjx+d9b8+ePYm0tLTEnDlzEslyPZ3u3bsn2rZtm0gmn332WXRd16xZk7ftSpUqlZg/f35ezV//+teoZt26dYlkuZ7Or371q8Rdd92VSDb/8R//kZg2bdoZ3ZaF/gjo0KFDUUq7p2eOnxfnvl63bp2SiXv6yT2Nc/7556tbt27avn27ktW2bdu0a9eufNvVzY5yT68m23Z1Vq9eHT2lU7duXfXv31+ff/65irK9e/dG/1asWDH6191G3dHC8dvTPYVcq1atIr09v309j5k1a5YqVaqkSy65RFlZWfryyy9VVB05ckRz586NjvLcU3FnclsWumGk3/avf/0rWkFVqlTJ93339d/+9jclC3fHm5OTE91BuUP60aNH65e//KU+/PDD6PnoZOPCxznRdj32s2Thnn5zT1/Url1bW7du1W9+8xu1atUqujGXLFlSRY2bWD948GBdddVV0R2w47ZZamqqKlSokDTb80TX0+natavOO++86MHiBx98oJEjR0avE7388ssqSv7yl79EgeOe8nav8yxatEgXXXSRNm3adMa2ZaEPoOLC3SEd414cdIHkdvJ58+apd+/eQZcNP0xmZmbe/y+99NJo+9apUyc6KmrWrJmKGvcaiXtgVNRfozzd69m3b99829OdROO2o3tw4bZrUVG3bt0obNxR3oIFC9S9e/fo9Z4zqdA/BecOc92jxG+fgeG+rlq1qpKVe/Txs5/9TFu2bFEyOrbtitt2ddxTrG6/LorbduDAgVq2bJnefvvtfB+b4raZe7p8z549SbE9T3Y9T8Q9WHSK2vZMTU3VBRdcoIYNG0Zn/7kTaR5//PEzui1LFIWV5FbQqlWr8h0au6/d4WOy2r9/f/SIyj26Skbu6Si3Mx+/Xd0HYbmz4ZJ5ux771F/3GlBR2rbu/Ap3p+yepnnrrbei7Xc8dxstVapUvu3pnpZyr2MWpe35fdfzRNxRhFOUtueJuPvV3NzcM7stE0XA3Llzo7OjcnJyEh9//HGib9++iQoVKiR27dqVSBbDhg1LrF69OrFt27bEH/7wh0Tz5s0TlSpVis7CKaq++OKLxPvvvx9d3K42YcKE6P//+Mc/op8/8sgj0XZcsmRJ4oMPPojOFKtdu3biq6++SiTL9XQ/Gz58eHT2kNu2K1euTPziF79I/PSnP00cPHgwUVT0798/Ub58+Wgf3blzZ97lyy+/zKvp169folatWom33norsWHDhkTjxo2jS1Hyfddzy5YtiYceeii6fm57un33/PPPT1xzzTWJouSee+6Jzuxz18Hd9tzXKSkpiTfffPOMbssiEUDOE088Ea2Q1NTU6LTs9evXJ5JJly5dEtWqVYuu349//OPoa7ezF2Vvv/12dIf87Ys7LfnYqdj3339/okqVKtEDjGbNmiU2b96cSKbr6e64WrRokfjRj34Undp63nnnJfr06VPkHjyd6Pq5y4wZM/Jq3AOHO+64Izqdt2zZson27dtHd97JdD23b98ehU3FihWjffaCCy5I3H333Ym9e/cmipJevXpF+6K7v3H7prvtHQufM7kt+TgGAEAQhf41IABAciKAAABBEEAAgCAIIABAEAQQACAIAggAEAQBBAAIggACAARBAAEAgiCAAABBEEAAgCAIIACAQvj/5Tj5tM+yNWMAAAAASUVORK5CYII=",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# We can also simulate a sparse representation of an x-trans CFA\n",
+ "dims = (1800, 1800 + 32, 2700, 2700 + 32)\n",
+ "\n",
+ "rgb = rh.as_sparse(dims=dims, cfa_type=\"xtrans\", clip=True)\n",
+ "plt.imshow((rgb).transpose(1, 2, 0) ** (1 / 2.2))\n",
+ "rgb.min(), rgb.max()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "9ed36794",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.0, 0.83044641200168257)"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
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+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Or a simulate an x-trans CFA\n",
+ "rgb = rh.as_cfa(dims=dims, cfa_type=\"xtrans\", clip=True)\n",
+ "plt.imshow((rgb).transpose(1, 2, 0) ** (1 / 2.2))\n",
+ "rgb.min(), rgb.max()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "c2309479",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.0, 0.83044641200168257, (3, 30, 30))"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# We can also set it so that it always crops a multiple of the shape of the CFA array\n",
+ "dims = (1801, 1800 + 32, 2701, 2700 + 32)\n",
+ "\n",
+ "rgb = rh.as_sparse(dims=dims, cfa_type=\"xtrans\", clip=True, safe_crop=6)\n",
+ "plt.imshow((rgb).transpose(1, 2, 0) ** (1 / 2.2))\n",
+ "rgb.min(), rgb.max(), rgb.shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "8f903f2b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from RawHandler.RawHandler import CoreRawMetadata, BaseRawHandler"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "2f9b2f76",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandlerRawpy.py:125: RuntimeWarning: divide by zero encountered in matmul\n",
+ " transformed = (rgb_transform @ xyz_linear.reshape(3, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandlerRawpy.py:125: RuntimeWarning: overflow encountered in matmul\n",
+ " transformed = (rgb_transform @ xyz_linear.reshape(3, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandlerRawpy.py:125: RuntimeWarning: invalid value encountered in matmul\n",
+ " transformed = (rgb_transform @ xyz_linear.reshape(3, -1)).reshape(orig_dims)\n",
+ "/var/folders/sp/dl2n2l_50393llxnz5xnp4v80000gn/T/ipykernel_3503/1961604877.py:11: RuntimeWarning: overflow encountered in cast\n",
+ " bayer_sim = (rh.as_cfa(colorspace='camera')*65535).astype(np.float16)[0]\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "\n",
+ "core_metadata = CoreRawMetadata(\n",
+ " black_level_per_channel=[0, 0, 0, 0],\n",
+ " white_level=65535,\n",
+ " rgb_xyz_matrix=rh.rawpy_object.rgb_xyz_matrix,\n",
+ " raw_pattern=[[0, 1], [1, 2]],\n",
+ " camera_white_balance=np.array(rh.rawpy_object.camera_whitebalance),\n",
+ " iheight=rh.rawpy_object.sizes.iheight,\n",
+ " iwidth=rh.rawpy_object.sizes.iwidth,\n",
+ ")\n",
+ "bayer_sim = (rh.as_cfa(colorspace=\"camera\") * 65535).astype(np.float16)[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "8e888d94",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "brh = BaseRawHandler(\n",
+ " bayer_sim, core_metadata, full_metadata=rh.full_metadata, colorspace=\"sRGB\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "48479fb9",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandler.py:160: RuntimeWarning: divide by zero encountered in matmul\n",
+ " transformed = (rggb_transform @ rggb.reshape(4, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandler.py:160: RuntimeWarning: overflow encountered in matmul\n",
+ " transformed = (rggb_transform @ rggb.reshape(4, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/RawHandler.py:160: RuntimeWarning: invalid value encountered in matmul\n",
+ " transformed = (rggb_transform @ rggb.reshape(4, -1)).reshape(orig_dims)\n",
+ "/Users/ryanmueller/Develop/RawHandler/src/RawHandler/utils.py:214: RuntimeWarning: invalid value encountered in power\n",
+ " return np.where(x <= 0.0031308, 12.92 * x, (1 + a) * np.power(x, 1 / 2.4) - a)\n",
+ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers). Got range [-0.427238296445..0.999719224117].\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "(-0.033067979600987764, 0.99936138712280131)"
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# To draw an demosaiced rgb image, we can use as_rgb, which returns an image with dimensions C, H, W. We also can apply a gamma curve.\n",
+ "from RawHandler.utils import linear_to_srgb\n",
+ "\n",
+ "dims = (1800, 1800 + 200, 2700, 2700 + 200)\n",
+ "\n",
+ "rgb = brh.as_rgb(dims=dims)\n",
+ "plt.imshow(linear_to_srgb(rgb).transpose(1, 2, 0))\n",
+ "rgb.min(), rgb.max()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "325eab44",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "OnSight",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.11"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/pyproject.toml b/pyproject.toml
index 995d6fe..450d21e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
[project]
name = "RawHandler"
-version = "0.0.3"
+version = "0.1.0"
description = "A basic library to handle camera raw files for use in machine learning. Built on rawpy and cv2."
authors = [
{ name = "Ryan Mueller"},
@@ -19,6 +19,8 @@ dependencies = [
"rawpy>=0.24.0",
"colour_demosaicing>=0.2.6",
"exifread>=3.3.1",
+ "exiv2",
+ "tifffile>=2024.0.0",
]
[project.optional-dependencies]
diff --git a/src/RawHandler/MetaDataHandler.py b/src/RawHandler/MetaDataHandler.py
new file mode 100644
index 0000000..a32a969
--- /dev/null
+++ b/src/RawHandler/MetaDataHandler.py
@@ -0,0 +1,35 @@
+import exiv2
+
+
+class MetaDataHandler:
+ def __init__(self, path: str):
+ self.metadata = exiv2.ImageFactory.open(path)
+ self.metadata.readMetadata()
+
+ def get_ISO(self):
+ return get_ISO(self.metadata)
+
+
+def get_ISO(metadata):
+ search_tags = [
+ "Exif.Photo.RecommendedExposureIndex",
+ "Exif.Photo.StandardOutputSensitivity",
+ "Exif.NikonIi.ISO",
+ "Exif.Nikon3.ISOSpeed",
+ "Exif.Nikon3.ISOSettings",
+ "Exif.Photo.ISOSpeedRatings",
+ "Exif.Image.ISOSpeedRatings",
+ ]
+
+ exif = metadata.exifData()
+
+ for tag in search_tags:
+ if tag in exif:
+ try:
+ val = exif[tag].print()
+ if val and val != 65535:
+ return float(val)
+ except Exception as e:
+ print(e)
+ val = -1
+ return val
diff --git a/src/RawHandler/RawHandlerRawpy.py b/src/RawHandler/RawHandlerRawpy.py
new file mode 100644
index 0000000..7b3854d
--- /dev/null
+++ b/src/RawHandler/RawHandlerRawpy.py
@@ -0,0 +1,266 @@
+import numpy as np
+import rawpy
+from typing import NamedTuple, Optional
+from RawHandler.utils import sparse_representation_three_channel
+from RawHandler.MetaDataHandler import MetaDataHandler
+from RawHandler.dng_utils import to_dng
+from typing import Literal, Tuple
+
+from RawHandler.utils import (
+ make_colorspace_matrix,
+ pixel_unshuffle,
+ sparse_representation_and_mask,
+)
+
+
+# Define a NamedTuple for the core metadata required by BaseRawHandler for processing
+class CoreRawMetadata(NamedTuple):
+ black_level_per_channel: np.ndarray
+ white_level: int
+ rgb_xyz_matrix: np.ndarray
+ raw_pattern: np.ndarray
+ camera_white_balance: np.ndarray
+ iheight: int
+ iwidth: int
+
+
+class BaseRawHandlerRawpy:
+ """
+ Base class for handling raw image pixel data.
+
+ Args:
+ pixel_array (np.array): A 2D NumPy array representing the raw pixel data.
+ core_metadata (CoreRawMetadata): A NamedTuple containing essential metadata for processing.
+ full_metadata (Optional[FullRawMetadata]): A class wrapping exiv2 to handle metadata information.
+ """
+
+ def __init__(
+ self,
+ rawpy_object: rawpy.RawPy,
+ core_metadata: CoreRawMetadata,
+ full_metadata: Optional[dict] = None,
+ colorspace: Literal[
+ "camera", "XYZ", "sRGB", "AdobeRGB", "lin_rec2020"
+ ] = "lin_rec2020",
+ ):
+ if not isinstance(core_metadata, CoreRawMetadata):
+ raise TypeError("core_metadata must be an instance of CoreRawMetadata.")
+
+ self.rawpy_object = rawpy_object
+ self.core_metadata = core_metadata
+ self.full_metadata = full_metadata if full_metadata is not None else None
+ self.colorspace = colorspace
+ self.camera_linear = None
+
+ def compute_linear(self):
+ self.camera_linear = (
+ self.rawpy_object.postprocess(
+ user_wb=[1, 1, 1, 1],
+ output_color=rawpy.ColorSpace.raw,
+ no_auto_bright=True,
+ use_camera_wb=False,
+ use_auto_wb=False,
+ gamma=(1, 1),
+ user_flip=0,
+ output_bps=16,
+ user_black=0,
+ no_auto_scale=True,
+ )
+ / self.core_metadata.white_level
+ ).transpose(2, 0, 1)
+
+ # orig_dims = camera_linear.shape
+ # rgb_to_xyz = self.core_metadata.rgb_xyz_matrix[:3]
+ # camera_linear = (rgb_to_xyz @ camera_linear.reshape(3, -1)).reshape(orig_dims)
+ # self.camera_linear = camera_linear
+
+ def _input_handler(self, dims=None, safe_crop=0) -> np.ndarray:
+ """
+ Crops linear array.
+ """
+ if self.camera_linear is None:
+ self.compute_linear()
+ if dims is not None:
+ h1, h2, w1, w2 = dims
+ if safe_crop:
+ h1, h2, w1, w2 = list(
+ map(lambda x: x - x % safe_crop, [h1, h2, w1, w2])
+ )
+ return self.camera_linear[:, h1:h2, w1:w2]
+ else:
+ return self.camera_linear
+
+ def rgb_colorspace_transform(self, colorspace=None, **kwargs) -> np.ndarray:
+ """
+ Generates a color space transformation matrix for this image.
+ """
+ colorspace = colorspace or self.colorspace
+ if colorspace == "camera":
+ return np.array(
+ [
+ [1.0, 0.0, 0.0],
+ [0.0, 1.0, 0.0],
+ [0.0, 0.0, 1.0],
+ ]
+ )
+ rgb_to_xyz = np.linalg.inv(self.core_metadata.rgb_xyz_matrix[:3])
+ if colorspace == "XYZ":
+ return rgb_to_xyz
+
+ transform = make_colorspace_matrix(rgb_to_xyz, colorspace=colorspace, **kwargs)
+ return transform
+
+ def apply_colorspace_transform(
+ self,
+ dims=None,
+ safe_crop=0,
+ xyz_to_colorspace: np.ndarray = None,
+ colorspace=None,
+ clip=False,
+ ) -> np.ndarray:
+ """
+ Converts or returns linear data converted into specified colorspace.
+ """
+ camera_linear = self._input_handler(dims=dims, safe_crop=safe_crop)
+ rgb_transform = self.rgb_colorspace_transform(
+ colorspace=colorspace, xyz_to_colorspace=xyz_to_colorspace
+ )
+ orig_dims = camera_linear.shape
+ transformed = (rgb_transform @ camera_linear.reshape(3, -1)).reshape(orig_dims)
+ if clip:
+ transformed = np.clip(transformed, 0, 1)
+ return transformed
+
+ def compute_mask_and_sparse(
+ self, dims=None, safe_crop=0, divide_by_wl=True
+ ) -> Tuple[np.ndarray, np.ndarray]:
+ sparse, mask = sparse_representation_and_mask(
+ self.rawpy_object.raw_image_visible, self.core_metadata.raw_pattern
+ )
+ if divide_by_wl:
+ sparse = sparse / self.core_metadata.white_level
+ if dims is not None:
+ h1, h2, w1, w2 = dims
+ if safe_crop:
+ h1, h2, w1, w2 = list(
+ map(lambda x: x - x % safe_crop, [h1, h2, w1, w2])
+ )
+ return sparse[:, h1:h2, w1:w2], mask[:, h1:h2, w1:w2]
+ else:
+ return sparse, mask
+
+ def downsize(
+ self, min_preview_size=256, colorspace=None, clip=False, safe_crop=0
+ ) -> np.ndarray:
+ _, H, W = self.camera_linear.shape
+ W_steps, H_steps = H // min_preview_size - 1, W // min_preview_size - 1
+ steps = min(W_steps, H_steps)
+ c_first_linear = self.apply_colorspace_transform(
+ colorspace=colorspace, clip=clip, safe_crop=safe_crop
+ )[0]
+ c_first_linear = c_first_linear[:, ::steps, ::steps]
+ return c_first_linear
+
+ def generate_thumbnail(
+ self,
+ min_preview_size=256,
+ colorspace=None,
+ clip=False,
+ safe_crop=0,
+ ) -> np.ndarray:
+ c_first_linear = self.downsize(
+ min_preview_size=min_preview_size,
+ colorspace=colorspace,
+ clip=clip,
+ safe_crop=safe_crop,
+ )
+ return c_first_linear
+
+ def as_rgb(
+ self,
+ colorspace=None,
+ dims=None,
+ clip=False,
+ safe_crop=0,
+ ) -> np.ndarray:
+ c_first_linear = self.apply_colorspace_transform(
+ colorspace=colorspace, dims=dims, safe_crop=safe_crop
+ )
+ if clip:
+ c_first_linear = np.clip(c_first_linear, 0, 1)
+ return c_first_linear
+
+ def as_sparse(
+ self,
+ colorspace=None,
+ dims=None,
+ clip=False,
+ safe_crop=0,
+ pattern="RGGB",
+ cfa_type="bayer",
+ ) -> np.ndarray:
+ c_first_linear = self.apply_colorspace_transform(
+ colorspace=colorspace, dims=dims, safe_crop=safe_crop
+ )
+ sparse = sparse_representation_three_channel(
+ c_first_linear, pattern=pattern, cfa_type=cfa_type
+ )
+ if clip:
+ sparse = np.clip(sparse, 0, 1)
+ return sparse
+
+ def as_cfa(self, **kwargs) -> np.ndarray:
+ sparse = self.as_sparse(**kwargs)
+ return sparse.sum(axis=0, keepdims=True)
+
+ def as_rggb(self, cfa_type="bayer", **kwargs) -> np.ndarray:
+ cfa = self.as_CFA(**kwargs)
+ if cfa_type == "bayer":
+ rggb = pixel_unshuffle(cfa, 2)
+ else:
+ rggb = pixel_unshuffle(cfa, 6)
+ return rggb
+
+ def to_dng(self, filepath, uint_img=None):
+ try:
+ to_dng(self, filepath, uint_img=uint_img)
+ return True
+ except Exception as e:
+ print(e)
+ return False
+
+
+class RawHandlerRawpy:
+ """
+ Factory class to create BaseRawHandlerRawpy instances from raw image files.
+ This class handles rawpy specific parsing for pixel data and core metadata,
+ and uses exifread for extracting general EXIF metadata.
+
+ Args:
+ path (string): Path to raw file.
+ """
+
+ def __new__(cls, path: str, **kwargs):
+ # Use rawpy for raw pixel data and core processing metadata
+ rawpy_object = rawpy.imread(path)
+
+ # Extract Core Metadata for BaseRawHandler's processing logic
+ core_metadata = CoreRawMetadata(
+ black_level_per_channel=rawpy_object.black_level_per_channel,
+ white_level=rawpy_object.white_level,
+ rgb_xyz_matrix=rawpy_object.rgb_xyz_matrix,
+ raw_pattern=rawpy_object.raw_pattern,
+ camera_white_balance=np.array(rawpy_object.camera_whitebalance),
+ iheight=rawpy_object.sizes.iheight,
+ iwidth=rawpy_object.sizes.iwidth,
+ )
+
+ # Extract Metadata using exiv2
+ metadata = MetaDataHandler(path)
+
+ return BaseRawHandlerRawpy(
+ rawpy_object=rawpy_object,
+ core_metadata=core_metadata,
+ full_metadata=metadata,
+ **kwargs,
+ )
diff --git a/src/RawHandler/dng_utils.py b/src/RawHandler/dng_utils.py
new file mode 100644
index 0000000..61c9e74
--- /dev/null
+++ b/src/RawHandler/dng_utils.py
@@ -0,0 +1,336 @@
+import tifffile
+import numpy as np
+
+
+def convert_color_matrix(matrix):
+ """
+ Converts a 3x3 NumPy matrix of floats into a list of integer pairs.
+
+ Each float value in the matrix is converted to a fractional representation
+ with a denominator of 10000. The numerator is calculated by scaling the
+ float value by 10000 and rounding to the nearest integer.
+
+ Args:
+ matrix: A 3x3 NumPy array with floating-point numbers.
+
+ Returns:
+ A list of 9 lists, where each inner list contains two integers
+ representing the numerator and denominator.
+ """
+ # Ensure the input is a NumPy array
+ if not isinstance(matrix, np.ndarray):
+ raise TypeError("Input must be a NumPy array.")
+
+ # Flatten the 3x3 matrix into a 1D array of 9 elements
+ flattened_matrix = matrix.flatten()
+
+ # Initialize the list for the converted matrix
+ converted_list = []
+ denominator = 10000
+
+ # Iterate over each element in the flattened matrix
+ for element in flattened_matrix:
+ # Scale the element, round it to the nearest integer, and cast to int
+ numerator = int(round(element * denominator))
+ # Append the [numerator, denominator] pair to the result list
+ converted_list.append([numerator, denominator])
+
+ return converted_list
+
+
+def get_ratios(string, rh):
+ return [x.as_integer_ratio() for x in rh.full_metadata[string].values]
+
+
+def get_as_shot_neutral(rh, denominator=10000):
+ cam_mul = rh.core_metadata.camera_white_balance
+
+ if cam_mul[0] == 0 or cam_mul[2] == 0:
+ return [
+ [denominator, denominator],
+ [denominator, denominator],
+ [denominator, denominator],
+ ]
+
+ r_neutral = cam_mul[1] / cam_mul[0]
+ g_neutral = 1.0
+ b_neutral = cam_mul[1] / cam_mul[2]
+
+ return [
+ [int(round(r_neutral * denominator)), denominator],
+ [int(round(g_neutral * denominator)), denominator],
+ [int(round(b_neutral * denominator)), denominator],
+ ]
+
+
+def convert_ccm_to_rational(matrix_3x3, denominator=10000):
+ numerator_matrix = np.round(matrix_3x3 * denominator).astype(int)
+ numerators_flat = numerator_matrix.flatten()
+ ccm_rational = [[num, denominator] for num in numerators_flat]
+
+ return ccm_rational
+
+
+def get_bits_and_sampleformat(img, samples_per_pixel):
+ """
+ Determine BitsPerSample and SampleFormat from NumPy dtype.
+ Returns (bits_per_sample, sample_format)
+ """
+
+ dtype = img.dtype
+
+ if np.issubdtype(dtype, np.unsignedinteger):
+ sample_format = 1 # Unsigned
+ bits = dtype.itemsize * 8
+
+ elif np.issubdtype(dtype, np.signedinteger):
+ sample_format = 2 # Signed
+ bits = dtype.itemsize * 8
+
+ elif np.issubdtype(dtype, np.floating):
+ sample_format = 3 # IEEE float
+ bits = dtype.itemsize * 8
+
+ else:
+ raise ValueError(f"Unsupported image dtype: {dtype}")
+
+ # BitsPerSample must be a list when SamplesPerPixel > 1
+ if samples_per_pixel > 1:
+ bits_per_sample = [bits] * samples_per_pixel
+ else:
+ bits_per_sample = bits
+
+ return bits_per_sample, sample_format
+
+
+def exiv2_value_to_tiff(val):
+ """
+ Convert exiv2.Value to a Python value suitable for tifffile extratags.
+ """
+ if val.count() == 1:
+ return val.toLong() if val.typeName() in ("Short", "Long") else val.toFloat()
+ return [v for v in val]
+
+
+def make_xmp_iso(iso):
+ return f"""
+
+
+
+
+
+
+"""
+
+
+def copy_exif_to_dng(rh):
+ """
+ Convert selected exiv2 ExifData entries to tifffile extratags.
+ Returns a list suitable for tifffile.imwrite(extratags=...).
+ """
+ exifData = rh.full_metadata.metadata.exifData()
+ tags = []
+
+ def ascii_tag(tag, exif_key):
+ if exif_key in exifData:
+ val = str(exifData[exif_key].value())
+ tags.append((tag, 2, len(val) + 1, val, True))
+
+ def short_tag(tag, exif_key):
+ if exif_key in exifData:
+ val = int(exifData[exif_key].toInt64())
+ tags.append((tag, 3, 1, val, True))
+
+ def long_tag(tag, exif_key):
+ if exif_key in exifData:
+ val = int(exifData[exif_key].toInt64())
+ tags.append((tag, 4, 1, val, True))
+
+ def rational_tag(tag, exif_key, scale=1):
+ if exif_key in exifData:
+ v = exifData[exif_key].value()
+ num, den = v.toRational()
+ tags.append((tag, 5, 1, [num, den], True))
+
+ # --- ASCII ---
+ ascii_tag(271, "Exif.Image.Make")
+ ascii_tag(272, "Exif.Image.Model")
+ ascii_tag(306, "Exif.Image.DateTime")
+ ascii_tag(315, "Exif.Image.Artist")
+ ascii_tag(33432, "Exif.Image.Copyright")
+ ascii_tag(42036, "Exif.Photo.LensModel")
+ ascii_tag(42035, "Exif.Photo.LensMake")
+ ascii_tag(42034, "Exif.Photo.LensSerialNumber")
+
+ # --- Numerical ---
+ short_tag(274, "Exif.Image.Orientation")
+ iso_val = int(rh.full_metadata.get_ISO())
+ tags.append((34855, 4, 1, iso_val, True))
+ tags.append((34864, 3, 1, 3, True)) # SensitivityType
+ tags.append((34865, 4, 1, iso_val, True)) # StandardOutputSensitivity
+ # --- Rationals ---
+ rational_tag(33434, "Exif.Photo.ExposureTime")
+ rational_tag(33437, "Exif.Photo.FNumber")
+ rational_tag(37386, "Exif.Photo.FocalLength")
+ rational_tag(50730, "Exif.Photo.ExposureBiasValue")
+
+ # tags.append((50730, 10, 1, [0, 100], True))
+
+ # Exif.Photo.ExposureBiasValue
+ return tags
+
+
+def calculate_forward_matrix(color_matrix_3x3, as_shot_neutral):
+ """
+ Calculates ForwardMatrix1 from ColorMatrix1 and AsShotNeutral.
+ color_matrix_3x3: The 3x3 matrix from rh.core_metadata.rgb_xyz_matrix
+ as_shot_neutral: List of 3 floats [r, g, b] from your white balance logic
+ """
+ # 1. Invert the Color Matrix (Camera -> XYZ)
+ # Note: If your matrix is already XYZ -> Cam, use it.
+ # If it's Cam -> XYZ, don't invert.
+ # rawpy's rgb_xyz_matrix is usually XYZ -> Cam
+ try:
+ cam_to_xyz = np.linalg.inv(color_matrix_3x3)
+ except np.linalg.LinAlgError:
+ return None
+
+ # 2. Create the White Balance Diagonal Matrix (D)
+ # ForwardMatrix expects white-balanced coordinates.
+ wb_matrix = np.diag(as_shot_neutral)
+
+ # 3. Chromatic Adaptation Matrix (Bradford transform from D65 to D50)
+ # This is a standard constant used in the DNG spec
+ d65_to_d50_bradford = np.array(
+ [
+ [1.0125, 0.0333, -0.0187],
+ [0.0104, 0.9943, -0.0053],
+ [0.0000, -0.0012, 1.0561],
+ ]
+ )
+
+ # 4. Calculate Forward Matrix: CAT * CamToXYZ * WB
+ forward_matrix = d65_to_d50_bradford @ cam_to_xyz @ wb_matrix
+
+ return forward_matrix
+
+
+def to_dng(rh, filepath, uint_img=None):
+ """
+ Saves image as a DNG-compatible TIFF.
+ rh: RawHandlerRawpy Object
+ filepath: location to save the output
+ uint_img: (optional) Data to save, should either be a mono CFA image of the same CFA as the original image, or a three channel image
+ """
+ if uint_img is None:
+ uint_img = rh.rawpy_object.raw_image
+ uint_img = uint_img.astype(np.uint16)
+
+ is_CFA = True if len(uint_img.shape) == 2 else False
+ if is_CFA:
+ # 32803 is the code for Color Filter Array
+ photometric = 32803
+ else:
+ # 34892 for Linear Raw (or 1 for BlackIsZero)
+ photometric = 34892
+ # t.set(Tag.BitsPerSample, [bpp, bpp, bpp]) # 3 channels for RGB
+ # t.set(Tag.SamplesPerPixel, 3) # 3 for RGB
+ # t.set(Tag.PhotometricInterpretation, PhotometricInterpretation.Linear_Raw)
+ # t.set(Tag.BlackLevel,[0,0,0])
+ # t.set(Tag.WhiteLevel, [65535, 65535, 65535])
+ tags = []
+ # Basic Geometry
+ height, width = uint_img.shape[:2]
+
+ # Black and White Levels
+ if is_CFA:
+ bl = rh.core_metadata.black_level_per_channel
+ wl = rh.core_metadata.white_level
+ else:
+ # Do I need more control from 3 channel images?
+ bl = rh.core_metadata.black_level_per_channel
+ wl = rh.core_metadata.white_level
+
+ # DNG Metadata Mapping
+ # Format: (code, data_type, count, value, writeonce)
+ # Types: 3=short, 4=long, 5=rational, 2=ascii, 12=double
+
+ # DNG Version (1.4.0.0) - Type 1 (BYTE)
+ tags.append((50706, 1, 4, [1, 4, 0, 0], True))
+
+ # ColorMatrix1 (Tag 50721)
+ # Type 10 = SRATIONAL. Count = 9 elements (each is a [num, den] pair)
+ ccm1 = convert_color_matrix(rh.core_metadata.rgb_xyz_matrix[:3])
+ ccm1_flat = np.array(ccm1).flatten().tolist()
+ tags.append((50721, 10, 9, np.array(ccm1_flat, dtype=np.int32), True))
+
+ # AsShotNeutral (Tag 50728)
+ # Type 5 = RATIONAL. Count = 3 elements
+ wb = get_as_shot_neutral(rh)
+ wb_flat = np.array(wb).flatten().tolist()
+ tags.append((50728, 5, 3, wb_flat, True))
+
+ # BlackLevel (Tag 50714)
+ # RATIONAL (5), count is 4 for Bayer
+ if any(isinstance(i, list) for i in bl) or (
+ isinstance(bl, np.ndarray) and bl.ndim > 1
+ ):
+ bl_flat = np.array(bl).flatten().tolist()
+ else:
+ bl_flat = []
+ for val in bl:
+ bl_flat.extend([int(val), 1])
+ if is_CFA:
+ tags.append((50713, 3, 2, [2, 2], True))
+ tags.append((50714, 5, len(bl_flat) // 2, bl_flat, True))
+ # WhiteLevel (Tag 50717)
+ # LONG (4) or SHORT (3)
+ tags.append((50717, 3, 1, int(wl), True))
+ else:
+ # Assuming bl was [R, G1, G2, B]
+
+ if len(bl) == 4:
+ bl_rgb = [bl[0], (bl[1] + bl[2]) / 2, bl[3]]
+ else:
+ bl_rgb = bl[:3]
+
+ bl_flat = []
+ for val in bl_rgb:
+ bl_flat.extend([int(val), 1])
+ tags.append((50714, 5, 3, bl_flat, True)) # Tag 50714: BlackLevel
+ tags.append(
+ (50717, 5, 3, [int(wl), 1, int(wl), 1, int(wl), 1], True)
+ ) # WhiteLevel
+
+ if is_CFA:
+ # CFARepeatPatternDim: [Rows, Cols] -> Type 3 (SHORT)
+ dims = rh.core_metadata.raw_pattern.shape
+ tags.append((33421, 3, 2, dims, True))
+
+ # CFAPattern: [0, 1, 1, 2] for RGGB -> Type 1 (BYTE)
+ # 0=Red, 1=Green, 2=Blue
+ pattern = rh.core_metadata.raw_pattern.flatten()
+ pattern[pattern == 3] = 1
+ tags.append((33422, 1, len(pattern), pattern, True))
+
+ # CFAPlaneColor
+ tags.append((50710, 1, 3, [0, 1, 2], True))
+ # CFALayout
+ tags.append((50711, 3, 1, 1, True))
+
+ # D65 Illuminant
+ tags.append((50723, 3, 1, 21, True))
+
+ exif_tags = copy_exif_to_dng(rh)
+ # 4. Save the file
+ planarconfig = None if is_CFA else 1
+ tifffile.imwrite(
+ filepath,
+ uint_img,
+ photometric=photometric,
+ planarconfig=planarconfig,
+ extrasamples=[],
+ extratags=tags + exif_tags,
+ )
diff --git a/src/RawHandler/utils.py b/src/RawHandler/utils.py
index fb27396..5e9fe7a 100644
--- a/src/RawHandler/utils.py
+++ b/src/RawHandler/utils.py
@@ -236,6 +236,60 @@ def safe_crop(img: np.ndarray, dx: int = 0, dy: int = 0) -> np.ndarray:
return img[y0:y1, x0:x1]
+def sparse_representation_three_channel(image, pattern="RGGB", cfa_type="bayer"):
+ """
+ Make a sparse representation of a C, H, W image.
+
+ Args:
+ image: numpy array (3, H, W) image.
+ pattern: CFA pattern string, one of {"RGGB","BGGR","GRBG","GBRG"} for Bayer.
+ cfa_type: "bayer" or "xtrans".
+
+ Returns:
+ rgb: numpy array (3, H, W, 3).
+ """
+ C, H, W = image.shape
+
+ if cfa_type == "bayer":
+ # Generate sparse R, G, B channels
+ sparse = np.zeros((C, H, W), dtype=image.dtype)
+
+ masks = {
+ "RGGB": np.array([["R", "G"], ["G", "B"]]),
+ "BGGR": np.array([["B", "G"], ["G", "R"]]),
+ "GRBG": np.array([["G", "R"], ["B", "G"]]),
+ "GBRG": np.array([["G", "B"], ["R", "G"]]),
+ }
+ cmap = {"R": 0, "G": 1, "B": 2}
+ mask = masks[pattern]
+
+ for i in range(2):
+ for j in range(2):
+ ch = cmap[mask[i, j]]
+ sparse[ch, i::2, j::2] = image[ch, i::2, j::2]
+
+ elif cfa_type == "xtrans":
+ sparse = np.zeros((3, H, W), dtype=image.dtype)
+
+ xtrans_pattern = np.array(
+ [
+ ["G", "B", "R", "G", "R", "B"],
+ ["R", "G", "G", "B", "G", "G"],
+ ["B", "G", "G", "R", "G", "G"],
+ ["G", "R", "B", "G", "B", "R"],
+ ["B", "G", "G", "R", "G", "G"],
+ ["R", "G", "G", "B", "G", "G"],
+ ]
+ )
+ cmap = {"R": 0, "G": 1, "B": 2}
+
+ for i in range(6):
+ for j in range(6):
+ ch = cmap[xtrans_pattern[i, j]]
+ sparse[ch, i::6, j::6] = image[ch, i::6, j::6]
+ return sparse
+
+
def sparse_representation(cfa, pattern="RGGB", cfa_type="bayer"):
"""
Make a sparse representation of a CFA.
@@ -288,3 +342,20 @@ def sparse_representation(cfa, pattern="RGGB", cfa_type="bayer"):
ch = cmap[xtrans_pattern[i, j]]
sparse[ch, i::6, j::6] = cfa[i::6, j::6]
return sparse
+
+
+def sparse_representation_and_mask(cfa, pattern):
+ H, W = cfa.shape
+ sparse = np.zeros((3, H, W), dtype=cfa.dtype)
+ mask = np.zeros((3, H, W), dtype=int)
+ pattern_shape = pattern.shape
+ for i in range(pattern_shape[0]):
+ for j in range(pattern_shape[1]):
+ ch = pattern[i, j]
+ if ch == 3:
+ ch = 1
+ sparse[ch, i :: pattern_shape[0], j :: pattern_shape[1]] = cfa[
+ i :: pattern_shape[0], j :: pattern_shape[1]
+ ]
+ mask[ch, i :: pattern_shape[0], j :: pattern_shape[1]] = 1
+ return sparse, mask