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@KernelA
Last active February 14, 2023 19:10
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egl_offscreen_rednering.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/KernelA/3658aabaf858748eecf9396d3d3b1bde/egl_offscreen_rednering.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"# OpenGL offscreen rendering with antialiasing"
],
"metadata": {
"id": "pKQRz5dZBNFi"
}
},
{
"cell_type": "markdown",
"source": [
"**Select GPU runtime.**"
],
"metadata": {
"id": "ttwzUOcyDXTM"
}
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "bHSbbGo38uNe"
},
"outputs": [],
"source": [
"!git clone https://github.com/KernelA/egl-offscreen-render.git"
]
},
{
"cell_type": "code",
"source": [
"%cd /content/egl-offscreen-render"
],
"metadata": {
"id": "mbL0pXRv81x8"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"!pip install --no-cache-dir -r ./requirements.txt"
],
"metadata": {
"id": "7XaBaCB-84XC"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"out_image = \"render.jpg\""
],
"metadata": {
"id": "id7kEKAt_dbn"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"!python ./main.py --out_image $out_image --image_mode rgb"
],
"metadata": {
"id": "RjTYmuDr86ju"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"from matplotlib import pyplot as plt \n",
"\n",
"%matplotlib inline"
],
"metadata": {
"id": "oesgzT5t9orj"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"img = plt.imread(out_image)\n",
"\n",
"plt.imshow(img)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 286
},
"id": "50CYoM0K9GfI",
"outputId": "3d9a518e-dcdd-4f91-a02c-7a16782217cf"
},
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f99debd9fa0>"
]
},
"metadata": {},
"execution_count": 10
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
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}
}
]
}
]
}
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