diff --git a/research/perspective_transformation.ipynb b/research/perspective_transformation.ipynb new file mode 100644 index 000000000..0d5c82be1 --- /dev/null +++ b/research/perspective_transformation.ipynb @@ -0,0 +1,125 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[1 3 4]\n", + " [6 9 8]\n", + " [6 7 9]]\n" + ] + } + ], + "source": [ + "# Simple things first:\n", + "import numpy as np\n", + "\n", + "mat = np.array([\n", + " [1, 3, 4],\n", + " [6, 9, 8],\n", + " [6, 7, 9]])\n", + "\n", + "print(mat)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "[U, D, V] = np.linalg.svd(mat)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[-0.25545925 -0.60219924 0.75637071]\n", + " [-0.69818735 0.65607252 0.28653669]\n", + " [-0.66878622 -0.45489001 -0.58804768]]\n" + ] + } + ], + "source": [ + "print(U)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[19.19848638 1.66555095 1.28220936]\n" + ] + } + ], + "source": [ + "print(D)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[-0.44051914 0.36318063 -0.82100105]\n", + " [-0.61106731 0.54866225 0.57058434]\n", + " [-0.65767746 -0.75304022 0.01976841]]\n" + ] + } + ], + "source": [ + "print(np.transpose(V))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.6.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}