{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "####
ESF projekt Západočeské univerzity v Plzni reg. č. CZ.02.2.69/0.0/0.0/16 015/0002287
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# KKY/USVP 5 Thermal Imaging" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are several companies producing thermal cameras. FLIR, Optris, Workswell. \n", "\n", "In this lecture, we will work with a camera FLIR T640.\n", "\n", "**Used library:** https://pypi.org/project/flirimageextractor/, https://github.com/nationaldronesau/FlirImageExtractor\n", "\n", "**Prerequisity:** https://exiftool.org/index.html on linux Ubuntu just type **sudo apt install exiftool** into terminal" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "Populating the interactive namespace from numpy and matplotlib\n" } ], "source": [ "%pylab inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import flirimageextractor\n", "from matplotlib import cm\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to load an image" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "flir = flirimageextractor.FlirImageExtractor(palettes=[cm.jet, cm.bwr, cm.gist_ncar])\n", "flir.process_image('./cviceni_5/FLIR0805.jpg')" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "flir.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the glass behaves like a mirror in the infrared" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to get thermal data" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "img = flir.get_thermal_np()" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": " 24.31294485740625 28.775005506518937\n" }, { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "plt.figure(1, figsize(10,10))\n", "plt.imshow(img, cmap=\"gray\")\n", "print(type(img[0,0]), np.min(img), np.max(img))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to get metadata" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "meta = flir.get_metadata('cviceni_5/FLIR0811.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### List of all metadata in the image file" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "dict_keys(['SourceFile', 'ExifToolVersion', 'FileName', 'Directory', 'FileSize', 'FileModifyDate', 'FileAccessDate', 'FileInodeChangeDate', 'FilePermissions', 'FileType', 'FileTypeExtension', 'MIMEType', 'JFIFVersion', 'ExifByteOrder', 'Make', 'Model', 'Orientation', 'XResolution', 'YResolution', 'ResolutionUnit', 'Software', 'ModifyDate', 'YCbCrPositioning', 'ExposureTime', 'ExifVersion', 'CreateDate', 'ComponentsConfiguration', 'SubjectDistance', 'FocalLength', 'ImageTemperatureMax', 'ImageTemperatureMin', 'FlashpixVersion', 'ColorSpace', 'ExifImageWidth', 'ExifImageHeight', 'DigitalZoomRatio', 'ImageUniqueID', 'Compression', 'ThumbnailOffset', 'ThumbnailLength', 'CreatorSoftware', 'Emissivity', 'ObjectDistance', 'ReflectedApparentTemperature', 'AtmosphericTemperature', 'IRWindowTemperature', 'IRWindowTransmission', 'RelativeHumidity', 'PlanckR1', 'PlanckB', 'PlanckF', 'AtmosphericTransAlpha1', 'AtmosphericTransAlpha2', 'AtmosphericTransBeta1', 'AtmosphericTransBeta2', 'AtmosphericTransX', 'CameraTemperatureRangeMax', 'CameraTemperatureRangeMin', 'CameraTemperatureMaxClip', 'CameraTemperatureMinClip', 'CameraTemperatureMaxWarn', 'CameraTemperatureMinWarn', 'CameraTemperatureMaxSaturated', 'CameraTemperatureMinSaturated', 'CameraModel', 'CameraPartNumber', 'CameraSerialNumber', 'CameraSoftware', 'LensModel', 'LensPartNumber', 'LensSerialNumber', 'FieldOfView', 'FilterModel', 'FilterPartNumber', 'FilterSerialNumber', 'PlanckO', 'PlanckR2', 'RawValueMedian', 'RawValueRange', 'DateTimeOriginal', 'FocusStepCount', 'FocusDistance', 'FrameRate', 'PaletteColors', 'AboveColor', 'BelowColor', 'OverflowColor', 'UnderflowColor', 'Isotherm1Color', 'Isotherm2Color', 'PaletteMethod', 'PaletteStretch', 'PaletteFileName', 'PaletteName', 'Palette', 'RawThermalImageWidth', 'RawThermalImageHeight', 'RawThermalImageType', 'RawThermalImage', 'Real2IR', 'OffsetX', 'OffsetY', 'PiPX1', 'PiPX2', 'PiPY1', 'PiPY2', 'GPSMapDatum', 'EmbeddedImageWidth', 'EmbeddedImageHeight', 'EmbeddedImageType', 'EmbeddedImage', 'ImageWidth', 'ImageHeight', 'EncodingProcess', 'BitsPerSample', 'ColorComponents', 'YCbCrSubSampling', 'ImageSize', 'Megapixels', 'PeakSpectralSensitivity', 'ShutterSpeed', 'ThumbnailImage', 'FocalLength35efl'])\n" } ], "source": [ "print(meta.keys())" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "0.95\n" } ], "source": [ "print(meta[\"Emissivity\"])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "150.0 C\n" } ], "source": [ "print(meta[\"CameraTemperatureRangeMax\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to get a raw thermal data" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "raw_data = meta.get(\"RawThermalImage\")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "(Binary data 240492 bytes, use -b option to extract)\n" } ], "source": [ "print(raw_data)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "import io\n", "import os\n", "import subprocess\n", "from PIL import Image\n", "\n", "thermal_img_bytes = subprocess.check_output([\"exiftool\", \"-RawThermalImage\", \"-b\", 'cviceni_5/FLIR0811.jpg'])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "tags": [ "outputPrepend" ] }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "9d\\x03\\xd2\\x1c\\xd3\\xfb\\x9c\\x95\\x8b\\xcaVZb\\x17\\xc0\\xb8E\\x99,`\\x021\\xf3\\x00\\xa2\\xe8.S=\\xb6,\\'\\x92\\x0b\\x01\\x8c\\xd04\\x98\\x9als\\x01g\\xb0.@S\\xba\\xe9\\x87\\x89\\x01\\xa5\\xf8\\xec\\xa7p\\xe0\\x9d\\\\$\\xef\\x04x\\xf0\\xf2\\x8e\\xbc\\x99\\x97\\x9b\\xbb\\x80\\x92+\\xe7z\\xf8\\xe7N`[\\xe6\\xd2\\x9ac\\x00\\xb5\\xca\\x8b\\xe2\\xb9-J\\xb2p\\x14\\x99\\xca\\x8a\\x08\\xcdp_\\xed\\x9ds\\x07\\xc5oL\\xd1\\x0f\\xec1\\xe5\\xbf\\xb9k\\xc1\\x8f\\xec9l\\x9f\\xb6\\xca\\xf0\\xa1\\x9d\\xa3\\x93\\x02\\x1fM\\x81\\x94^\\xc2Dc\\xb8S\\xa5 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} ], "source": [ "print(thermal_img_bytes)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "thermal_img_stream = io.BytesIO(thermal_img_bytes)\n", "thermal_img_stream.seek(0)\n", "\n", "thermal_img = Image.open(thermal_img_stream)\n", "thermal_np = np.array(thermal_img)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": " 56 65339\n" }, { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "plt.figure(1, figsize(10,10))\n", "plt.imshow(thermal_np, cmap=\"gray\")\n", "print(type(thermal_np[0,0]), np.min(thermal_np), np.max(thermal_np))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to transform RAW values into temperature" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "args = [\n", " \"exiftool\",\n", " \"-Emissivity\",\n", " \"-SubjectDistance\",\n", " \"-AtmosphericTemperature\",\n", " \"-ReflectedApparentTemperature\",\n", " \"-IRWindowTemperature\",\n", " \"-IRWindowTransmission\",\n", " \"-RelativeHumidity\",\n", " \"-PlanckR1\",\n", " \"-PlanckB\",\n", " \"-PlanckF\",\n", " \"-PlanckO\",\n", " \"-PlanckR2\",\n", " \"-j\",\n", " \"-\",\n", " ]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def raw2temp(\n", " raw,\n", " E=1,\n", " OD=1,\n", " RTemp=20,\n", " ATemp=20,\n", " IRWTemp=20,\n", " IRT=1,\n", " RH=50,\n", " PR1=21106.77,\n", " PB=1501,\n", " PF=1,\n", " PO=-7340,\n", " PR2=0.012545258,\n", " ):\n", " \"\"\"\n", " convert raw values from the flir sensor to temperatures in C\n", " # this calculation has been ported to python from\n", " # https://github.com/gtatters/Thermimage/blob/master/R/raw2temp.R\n", " # a detailed explanation of what is going on here can be found there\n", " \"\"\"\n", "\n", " # constants\n", " ATA1 = 0.006569\n", " ATA2 = 0.01262\n", " ATB1 = -0.002276\n", " ATB2 = -0.00667\n", " ATX = 1.9\n", "\n", " # transmission through window (calibrated)\n", " emiss_wind = 1 - IRT\n", " refl_wind = 0\n", "\n", " # transmission through the air\n", " h2o = (RH / 100) * exp(\n", " 1.5587\n", " + 0.06939 * (ATemp)\n", " - 0.00027816 * (ATemp) ** 2\n", " + 0.00000068455 * (ATemp) ** 3\n", " )\n", " tau1 = ATX * exp(-sqrt(OD / 2) * (ATA1 + ATB1 * sqrt(h2o))) + (1 - ATX) * exp(\n", " -sqrt(OD / 2) * (ATA2 + ATB2 * sqrt(h2o))\n", " )\n", " tau2 = ATX * exp(-sqrt(OD / 2) * (ATA1 + ATB1 * sqrt(h2o))) + (1 - ATX) * exp(\n", " -sqrt(OD / 2) * (ATA2 + ATB2 * sqrt(h2o))\n", " )\n", "\n", " # radiance from the environment\n", " raw_refl1 = PR1 / (PR2 * (exp(PB / (RTemp + 273.15)) - PF)) - PO\n", " raw_refl1_attn = (1 - E) / E * raw_refl1\n", " raw_atm1 = PR1 / (PR2 * (exp(PB / (ATemp + 273.15)) - PF)) - PO\n", " raw_atm1_attn = (1 - tau1) / E / tau1 * raw_atm1\n", " raw_wind = PR1 / (PR2 * (exp(PB / (IRWTemp + 273.15)) - PF)) - PO\n", " raw_wind_attn = emiss_wind / E / tau1 / IRT * raw_wind\n", " raw_refl2 = PR1 / (PR2 * (exp(PB / (RTemp + 273.15)) - PF)) - PO\n", " raw_refl2_attn = refl_wind / E / tau1 / IRT * raw_refl2\n", " raw_atm2 = PR1 / (PR2 * (exp(PB / (ATemp + 273.15)) - PF)) - PO\n", " raw_atm2_attn = (1 - tau2) / E / tau1 / IRT / tau2 * raw_atm2\n", "\n", " raw_obj = (\n", " raw / E / tau1 / IRT / tau2\n", " - raw_atm1_attn\n", " - raw_atm2_attn\n", " - raw_wind_attn\n", " - raw_refl1_attn\n", " - raw_refl2_attn\n", " )\n", "\n", " # temperature from radiance\n", " temp_celcius = PB / np.log(PR1 / (PR2 * (raw_obj + PO)) + PF) - 273.15\n", " return temp_celcius" ] } ], "metadata": { "language_info": { "name": "python", "codemirror_mode": { "name": "ipython", "version": 3 }, "version": "3.6.9-final" }, "orig_nbformat": 2, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "npconvert_exporter": "python", "pygments_lexer": "ipython3", "version": 3, "kernelspec": { "name": "python36964bit219e698d358f4cfab022820e7cad1f78", "display_name": "Python 3.6.9 64-bit" } }, "nbformat": 4, "nbformat_minor": 2 }