BSB_Sim/experiments/01_explore_data.ipynb
2026-10-19 08:11:33 +02:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Explore signature captures\n",
"\n",
"Set `DATA_DIR` to a folder of common-format CSV signatures. Raw dataset formats may need a column mapping in `sigverify.io.loaders` first."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from pathlib import Path\n",
"import matplotlib.pyplot as plt\n",
"from sigverify.io.loaders import load_csv_directory\n",
"\n",
"DATA_DIR = Path('../data/raw/mobisig')\n",
"signatures = load_csv_directory(DATA_DIR)\n",
"len(signatures)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"for signature in signatures[:6]:\n",
" plt.plot(signature.x, signature.y, label=f'{signature.user_id} ({signature.label})')\n",
"plt.gca().invert_yaxis()\n",
"plt.axis('equal')\n",
"plt.legend()\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"name": "python",
"version": "3.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}