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jebba 2022-01-24 16:33:23 -07:00
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commit 154a7050d0
3 changed files with 63 additions and 44 deletions
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26
notebooks/witzit-predict.ipynb
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@ -6,13 +6,31 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"# witzit --- What In The Zap Is That? AI categorization of spectra from SciAps LIBS/XRF analyzers\n", "# witzit-train --- What In The Zap Is That? AI categorization of spectra from LIBS/XRF analyzers.\n",
"# Prediction Application\n",
"#\n", "#\n",
"# Copyright (C) 2019-2022, Jeff Moe\n",
"#\n",
"# This program is free software: you can redistribute it and/or modify\n",
"# it under the terms of the GNU General Public License as published by\n",
"# the Free Software Foundation, either version 3 of the License, or\n",
"# (at your option) any later version.\n",
"#\n",
"# This program is distributed in the hope that it will be useful,\n",
"# but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
"# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
"# GNU General Public License for more details.\n",
"#\n",
"# You should have received a copy of the GNU General Public License\n",
"# along with this program. If not, see <http://www.gnu.org/licenses/>.\n",
"#\n",
"# Training Application.\n",
"# https://spacecruft.org/spacecruft/witzit\n", "# https://spacecruft.org/spacecruft/witzit\n",
"#\n", "#\n",
"# Based on data/train and data/val directories builds a wut.h5 file.\n", "# Process data/train and data/val directories builds a wut.h5 file.\n",
"# Reads wut.h5 and tests files in data/test/unvetted/" "# Reads wut.h5 and tests files in data/test/unvetted/\n",
"#\n",
"# Based on wut?\n",
"# https://spacecruft.org/spacecruft/satnogs-wut"
] ]
}, },
{ {

25
notebooks/witzit-train.ipynb
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@ -6,13 +6,30 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"# witzit-train --- What In The Zap Is That? AI categorization of spectra from SciAps LIBS/XRF analyzers.\n", "# witzit-train --- What In The Zap Is That? AI categorization of spectra from LIBS/XRF analyzers.\n",
"#\n",
"# Copyright (C) 2019-2022, Jeff Moe\n",
"#\n",
"# This program is free software: you can redistribute it and/or modify\n",
"# it under the terms of the GNU General Public License as published by\n",
"# the Free Software Foundation, either version 3 of the License, or\n",
"# (at your option) any later version.\n",
"#\n",
"# This program is distributed in the hope that it will be useful,\n",
"# but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
"# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
"# GNU General Public License for more details.\n",
"#\n",
"# You should have received a copy of the GNU General Public License\n",
"# along with this program. If not, see <http://www.gnu.org/licenses/>.\n",
"#\n",
"# Training Application.\n", "# Training Application.\n",
"#\n",
"# https://spacecruft.org/spacecruft/witzit\n", "# https://spacecruft.org/spacecruft/witzit\n",
"# Based on data/train and data/val directories builds a wut.h5 file.\n",
"#\n", "#\n",
"# GPLv3+" "# Process data/train and data/val directories builds a witzit.h5 file.\n",
"#\n",
"# Based on wut?\n",
"# https://spacecruft.org/spacecruft/satnogs-wut"
] ]
}, },
{ {

56
notebooks/witzit.ipynb
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@ -6,43 +6,27 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"# witzit --- What In The Zap Is That? AI categorization of spectra from SciAps LIBS/XRF analyzers\n", "# witzit --- What In The Zap Is That? AI categorization of spectra from LIBS/XRF analyzers\n",
"#\n", "#\n",
"# https://spacecruft.org/spacecruft/witzit" "# Copyright (C) 2019-2022, Jeff Moe\n",
] "#\n",
}, "# This program is free software: you can redistribute it and/or modify\n",
{ "# it under the terms of the GNU General Public License as published by\n",
"cell_type": "code", "# the Free Software Foundation, either version 3 of the License, or\n",
"execution_count": null, "# (at your option) any later version.\n",
"metadata": {}, "#\n",
"outputs": [], "# This program is distributed in the hope that it will be useful,\n",
"source": [ "# but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
"# GPLv3+" "# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
] "# GNU General Public License for more details.\n",
}, "#\n",
{ "# You should have received a copy of the GNU General Public License\n",
"cell_type": "code", "# along with this program. If not, see <http://www.gnu.org/licenses/>.\n",
"execution_count": null, "#\n",
"metadata": {}, "# https://spacecruft.org/spacecruft/witzit\n",
"outputs": [], "#\n",
"source": [ "# Based on wut?\n",
"# Built using Jupyter, Tensorflow, Keras" "# https://spacecruft.org/spacecruft/satnogs-wut"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Other data to consider adding:\n",
"# * JSON metadata\n",
"# * TLE\n",
"# * Audio File (ogg)\n",
"# https://www.tensorflow.org/io/api_docs/python/tfio/ffmpeg/AudioDataset\n",
"# * Decoded Data (HEX, ASCII, PNG)\n",
"# Data from external sources to consider adding:\n",
"# * Weather"
] ]
}, },
{ {