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        "description": "# Flir Image Extractor\n\nThe email address attached to this on PyPi may not be monitored, open issues on the [GitHub repo](https://github.com/nationaldronesau/FlirImageExtractor) to ensure a response\n\nFeel free to submit any pull requests or issues, this is in active development. Also let me know if you are successful in using this on cameras not listed below.\n\nFLIR\u00ae thermal cameras like the FLIR ONE\u00ae include both a thermal and a visual light camera.\nThe latter is used to enhance the thermal image using an edge detector.\n\nThe resulting image is saved as a jpg image but both the original visual image and the raw thermal sensor data are embedded in the jpg metadata.\n\nThis small Python tool/library allows to extract the original photo and thermal sensor values converted to temperatures.\n\nFind the docs [here](https://flirimageextractor.readthedocs.io/).\n\n## Requirements and Install\n\nThis tool relies on `exiftool`. It should be available in most Linux distributions (e.g. as `perl-image-exiftool` in Arch Linux or `libimage-exiftool-perl` in Debian and Ubuntu). Links for downloading the Mac version and more information is available on the [ExifTool site](https://sno.phy.queensu.ca/~phil/exiftool/index.html).\n\nIt also requires other python packages, *matplotlib*, *numpy* and *pillow*, which are installed when installed through pip.\n\n```bash\nsudo apt update\nsudo apt install exiftool\npip install flirimageextractor\n```\n\n## Usage\n\n#### Example\n\n```python\nimport flirimageextractor\nfrom matplotlib import cm\n\nflir = flirimageextractor.FlirImageExtractor(palettes=[cm.jet, cm.bwr, cm.gist_ncar])\nflir.process_image('examples/ax8.jpg')\nflir.save_images()\nflir.plot()\n```\nThis script will show an interactive plot of the thermal image using matplotlib and save three image files *ax8_thermal_jet.jpg*, *ax8_thermal_bwr.jpg*, and *ax8_thermal_gist_ncar.jpg*.\n\n#### Resulting Plot and Saved Images\n##### Plot\n![Python 2019-05-17 at 14 14 57](https://user-images.githubusercontent.com/8899750/57902766-2dd3ab00-78ae-11e9-9aba-bf033e481a34.png)\n\n##### Saved Images\n![ax8_thermal_jet](https://user-images.githubusercontent.com/8899750/57902729-0977ce80-78ae-11e9-9e7f-39800ffb7458.jpg)\n![ax8_thermal_bwr](https://user-images.githubusercontent.com/8899750/57902822-7ab78180-78ae-11e9-9aac-f4b318b086b4.jpg)\n![ax8_thermal_gist_ncar](https://user-images.githubusercontent.com/8899750/57902823-7be8ae80-78ae-11e9-8d50-20b1f1cc7818.jpg)\n\nThe original temperature array is available using either the `get_thermal_np` or `export_thermal_to_csv` functions.\n\nThe function `check_for_thermal_image` will check the metadata of the image to see if it contains thermal information.\n\nThe functions `get_rgb_np` and `get_thermal_np` yield numpy arrays and can be called from your own script after importing this library.\n\nThe function `save_image` saves the thermal image(s) in the same folder as the original image. By default it will output three images using the `bwr`, `gnuplot`, and `gist_ncar` colormaps from matplotlib. You can define the pallete(s) that you would rather use when creating the class (see example). For a list of available matplotlib colormaps click [here](https://matplotlib.org/tutorials/colors/colormaps.html). `save_images(self, min=5, max=100)` can be used to set global minimum and maximum temperature values so that multiple images can be process with the same scale.\n\n## Supported/Tested Cameras\n\n- Flir One (thermal + RGB)\n- Xenmuse XTR (thermal + thumbnail, set the subject distance to 1 meter)\n- AX8 (thermal + RGB)\n\nOther cameras might need some small tweaks (the embedded raw data can be in multiple image formats). Let me know if you succesfully use other cameras so they can be added to this list.\n\n## Development\nInstall the required packages using [Pipenv](https://pipenv.kennethreitz.org/en/latest/). Then run `pre-commit install` to install the pre-commit hooks.\n\n## Credits\n\nRaw value to temperature conversion is ported from this R package: https://github.com/gtatters/Thermimage/blob/master/R/raw2temp.R\nOriginal Python code from: https://github.com/Nervengift/read_thermal.py\n\n\n",
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