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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"array([0., 1., 1., 1., 0.])" | |
] | |
}, | |
"execution_count": 1, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"\n", | |
"x = np.ones(3)\n", | |
"y = np.pad(x, pad_width=1)\n", | |
"y\n", | |
"\n", | |
"# Expected result\n", | |
"# array([0., 1., 1., 1., 0.])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"array([[0., 0., 0., 0., 0.],\n", | |
" [0., 1., 1., 1., 0.],\n", | |
" [0., 1., 1., 1., 0.],\n", | |
" [0., 1., 1., 1., 0.],\n", | |
" [0., 0., 0., 0., 0.]])" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"x = np.ones((3, 3))\n", | |
"y = np.pad(x, pad_width=1)\n", | |
"y\n", | |
"\n", | |
"# Expected result\n", | |
"# array([[0., 0., 0., 0., 0.],\n", | |
"# [0., 1., 1., 1., 0.],\n", | |
"# [0., 1., 1., 1., 0.],\n", | |
"# [0., 1., 1., 1., 0.],\n", | |
"# [0., 0., 0., 0., 0.]])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(5, 5, 5)" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"x = np.ones((3, 3, 3))\n", | |
"y = np.pad(x, pad_width=1)\n", | |
"y.shape\n", | |
"\n", | |
"# Expected result\n", | |
"# (5, 5, 5)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"array([[0., 0., 0., 0.],\n", | |
" [0., 1., 1., 1.],\n", | |
" [0., 1., 1., 1.],\n", | |
" [0., 1., 1., 1.]])" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"x = np.ones((3, 3))\n", | |
"y = np.pad(x, ((1, 0), (1, 0)))\n", | |
"y\n", | |
"\n", | |
"# Expected result\n", | |
"# array([[0., 0., 0., 0.],\n", | |
"# [0., 1., 1., 1.],\n", | |
"# [0., 1., 1., 1.],\n", | |
"# [0., 1., 1., 1.]])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"array([[2., 2., 2., 2.],\n", | |
" [2., 1., 1., 1.],\n", | |
" [2., 1., 1., 1.],\n", | |
" [2., 1., 1., 1.]])" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"x = np.ones((3, 3))\n", | |
"y = np.pad(x, ((1, 0), (1, 0)), constant_values=2)\n", | |
"y\n", | |
"\n", | |
"# Expected result\n", | |
"# array([[2., 2., 2., 2.],\n", | |
"# [2., 1., 1., 1.],\n", | |
"# [2., 1., 1., 1.],\n", | |
"# [2., 1., 1., 1.]])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%matplotlib inline\n", | |
"import imageio\n", | |
"import matplotlib.pyplot as plt\n", | |
"\n", | |
"img = imageio.imread(\"https://jbencook.com/data/cyrus-chew.jpg\")\n", | |
"height, width, channels = img.shape\n", | |
"\n", | |
"plt.imshow(np.pad(img, ((0,0), (0, width), (0, 0)), mode='reflect'))\n", | |
"plt.xticks([])\n", | |
"plt.yticks([]);" | |
] | |
} | |
], | |
"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": "3.8.5" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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