{ "cells": [ { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "DZS_holEOSw1" }, "source": [ "

Pixellisation et traitement de l'image

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Attentes du programme

\n", "
\"zW9G.jpg\"
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\n", "

Découverte d'une matrice LED

\n", "
\n", "\n", " Le Sense HAT est une carte additionnelle du Raspberry Pi . Elle ajoute la capacité de détecter toutes sortes d’informations en utilisant une matrice de LED et faigt partie du projet Astropi. On a la possibilité de l’utiliser en réel ou à l’aide d’un émulateur." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "_A9-I1dNT4f6" }, "source": [ "Utilisons l'émulateur trinket, en tapant shift Entrée dans la cellule ci-dessous. Effacer toutes les lignes, puis tapez les lignes ci-dessous. Appuyer sur Stop, puis sur Run. Notez ce qui se passe dans un fichier nommé pixellisation.\n", "\n", "\"zWqE.png\"" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": {}, "colab_type": "code", "id": "YKVwGa2mUYLy" }, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "CyBZMn_CWadn" }, "source": [ "

Découverte du fonctionnement d'un écran LED

\n", "La matrice de LED contient 64 LED multicolores. Chacune d’elle est constituée de trois LED plus petites : une rouge, une verte et une bleue.\n", "

Comprendre le mélange des couleurs

\n", ">1. Selon le principe du mélange de couleurs additif, les couleurs rouge, vert et bleu sont utilisées pour obtenir les autres couleurs. On les appelle les trois couleurs primaires additives.
\n", "\n", "Cette figure contient 3 disques présentant la même luminosité, un pour chaque couleur. En l’absence de couleur, le résultat est noir.
a) Quelles combinaisons de deux couleurs produisent une couleur ? Identifiez-les en complétant votre fichier.\n", "


b) Quel est le résultat de l'ajout des trois couleurs primaires ? Compléter votre fichier.


\n", ">2. On peut obtenir plus de couleurs que celles de la figure 4, en faisant varier la luminosité des trois couleurs d’origine utilisées. Saisissez le code ci-dessous dans le trinket précédent.
\"zWqr.png\"
Appuyez sur Run. Notez ce qui se passe dans votre fichier.\n" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "k249xcXyZNNF" }, "source": [ ">3. Les variables r, g et b représentent les couleurs rouge, vert et bleu. Les nombres qu’elles contiennent spécifient la luminosité de chaque couleur ; elle varie de 0 à 255. Dans le code ci-dessus, la valeur maximale (255) pour chaque couleur a été utilisée. Changez les valeurs pour spécifier 255 red (255 rouge) mais 0 green (0 vert) et 0 blue (0 bleu), puis exécutez de nouveau le code. Quelles autres couleurs pouvez-vous faire ? A vous de jouer ! Combien de couleurs différentes obtient-on ? Notez vos résultats dans votre fichier.



" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "_4MYNSKfZtzM" }, "source": [ ">4. Utilisez le trinket précédent, effacez les lignes et tapez ceci
\"zWqs.png\"
Notez ce qui se passe dans votre fichier." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "JrVT4PzCaMSK" }, "source": [ "

Affichage d'images

\n", "Un **pixel **: c’est un petit élément d’une surface de visualisation dans une image numérique. Chaque pixel de votre écran est constitué de trois sous-pixels (rouge, vert et bleu). C’est de cette façon que fonctionnent tous les écrans d’ordinateur et de smartphone.

\n", ">1. Pour allumer un pixel on utiliser la commande s.set_pixel(x,y,r,g,b). En utilisant le trinket ci-dessous, tapez et compléter le code ci-dessous pour allumer le pixel(0,0) en rouge.
\"zWyf.png\"" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": {}, "colab_type": "code", "id": "hXDIVbbkbfDW" }, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "EUQ3khoqcbl8" }, "source": [ ">2. Les variables « x » et « y » sont utilisées pour contrôler la LED que la commande set_pixel doit changer. x correspond à l'abscisse et varie de 0 à 7 de gauche à droite. y correspond à l'ordonnée et varie de 0 à 7 de haut en bas. Si on saisit le code suivant dans une nouvelle fenêtre, colorez la matrice qui s’affichera.
\n", "\"zWyy.png\"\n", "\"zWyq.png\"" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "11J8VJLCdMJq" }, "source": [ ">3. Pixelliser ce logo , en utilisant la grille ci-dessous. La couleur d’un carré doit correspondre à la couleur dominante du carré individuel qui compose l'image. Écrivez le code qui va vous permettre d’afficher l’image sur la matrice de LED.
\n", "\"zW3Z.jpg\"" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "tNgCePEUd8km" }, "source": [ "

Filtres et manipulation d'images

" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": {}, "colab_type": "code", "id": "V1ilPEA-eFcY" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting pillow\n", "\u001b[?25l Downloading https://files.pythonhosted.org/packages/89/3e/31c2e5385d7588016c6f7ac552e81c3fff2bef4bc61b6f82f8177752405c/Pillow-6.2.1-cp37-cp37m-manylinux1_x86_64.whl (2.1MB)\n", "\u001b[K |████████████████████████████████| 2.1MB 3.4MB/s eta 0:00:01\n", "\u001b[?25hInstalling collected packages: pillow\n", "Successfully installed pillow-6.2.1\n" ] } ], "source": [ "!pip install pillow\n", "from PIL import Image\n", "from IPython.display import HTML\n", "from io import BytesIO\n", "import requests" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "I4Y2I_edepyo" }, "source": [ "Tester le code ci dessous et noter le résultat de l'affichage dans votre fichier réponse. Interprétez ce résultat." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": {}, "colab_type": "code", "id": "ZinqIAUq4nHC" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "225\n", "225\n", "50625\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#fifty shades of yoda\n", "r = requests.get('https://img.lght.pics/zW9k.jpg') #on télécharge l'image\n", "im1=Image.open(BytesIO(r.content))\n", "largeur,hauteur=im1.size\n", "print(largeur)\n", "print(hauteur)\n", "pixels=largeur*hauteur\n", "print(pixels)\n", "im1" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "0o_iYhJ1fVYk" }, "source": [ "Nous allons transformer l’image en niveau de gris** pixels par pixels**. Pour cela nous allons utiliser :\n", "**getpixel((x,y))** renvoie la couleur du pixel de coordonnées (x,y) sous la forme d’une liste (R,G,B)
\n", "**putpixel((x,y),couleur)** attribue la couleur au pixel de coordonnées (x,y). Testez ceci\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": {}, "colab_type": "code", "id": "Fq6pzE5_e-Ew" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#fifty shades of yoda\n", "for x in range(largeur):\n", " for y in range(hauteur):\n", " pixel=im1.getpixel((x,y))\n", " m=(pixel[0]+pixel[1]+pixel[2])//3 #Que fait-on dans cette ligne? Notez cela dans votre fichier réponse\n", " newpixel=(m,m,m)\n", " im1.putpixel((x,y),newpixel)\n", "im1" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "24ZvWggdf7Cg" }, "source": [ "On a modifié le programme, tester le! Que se passe-t-il? Notez cela dans votre fichier réponse.\n", "\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": {}, "colab_type": "code", "id": "0e30QzKff6g8" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "for x in range(largeur):\n", " for y in range(hauteur):\n", " pixel=im1.getpixel((x,y))\n", " newpixel=(pixel[0],pixel[1],255)\n", " im1.putpixel((x,y),newpixel)\n", "im1" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "_LE9AXhcg0hO" }, "source": [ "\n", "On dira que l’image est saturée en ….\n", "A vous de jouer : modifier votre programme pour saturer en vert, puis en rouge. Notez les changements effectués dans le fichier réponse." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "eIjdJS31iuj8" }, "source": [ "

Photomaton


\"zWmL.jpg\"
Testez et commentez ce programme." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": {}, "colab_type": "code", "id": "Ol0HArOAhlpS" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r = requests.get('https://img.lght.pics/zW9k.jpg') #on télécharge l'image\n", "im1=Image.open(BytesIO(r.content))\n", "l,h=im1.size\n", "newimg=Image.new(im1.mode, im1.size)\n", "for y in range(h):\n", " for x in range(l):\n", " couleur = im1.getpixel((x,y))\n", " if x%2==0 and y%2==0: # x et y sont pairs\n", " newimg.putpixel((x//2,y//2),couleur)\n", " elif x%2==0: # Expliquez et commentez cette ligne\n", " newimg.putpixel((x//2,h//2+y//2),couleur)\n", " elif y%2==0: # Expliquez et commentez cette ligne\n", " newimg.putpixel((l//2+x//2,y//2),couleur)\n", " else: # Expliquez et commentez cette ligne\n", " newimg.putpixel((l//2+x//2,h//2+y//2),couleur)\n", "newimg" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "oKgiRSFSi_73" }, "source": [ "

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\n", "Modifiez le code ci-dessus pour obtenir un effet à la Warrohl!



" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "pGAV06eNjWYJ" }, "source": [ "Stéphane Renouf, lycée Beaussier" ] } ], "metadata": { "colab": { "collapsed_sections": [], "name": "Pixellisation et Images numériques", "provenance": [], "version": "0.3.2" }, "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 1 }