<?xml version="1.0" encoding="UTF-8"?>
<!-- generator="FeedCreator 1.8" -->
<?xml-stylesheet href="https://gbgi9u07.imag.fr/lib/exe/css.php?s=feed" type="text/css"?>
<rdf:RDF
    xmlns="http://purl.org/rss/1.0/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
    xmlns:dc="http://purl.org/dc/elements/1.1/">
    <channel rdf:about="https://gbgi9u07.imag.fr/feed.php">
        <title>gbgi9u07.imag.fr</title>
        <description></description>
        <link>https://gbgi9u07.imag.fr/</link>
        <image rdf:resource="https://gbgi9u07.imag.fr/lib/tpl/default/images/favicon.ico" />
       <dc:date>2026-05-16T08:32:35+00:00</dc:date>
        <items>
            <rdf:Seq>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?id=start&amp;rev=1712307107&amp;do=diff"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-5.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-1.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-4.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-3.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?id=acces_grid_5000&amp;rev=1712306859&amp;do=diff"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?id=projet&amp;rev=1710917642&amp;do=diff"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2022-2023.pdf&amp;ns=&amp;rev=1706088078&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=2008_000015.jpg&amp;ns=&amp;rev=1706087206&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?id=tp1&amp;rev=1706086856&amp;do=diff"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=g5k.png&amp;ns=&amp;rev=1677769408&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2021-2022.pdf&amp;ns=&amp;rev=1662130155&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2.pdf&amp;ns=&amp;rev=1648808447&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=test.ipynb&amp;ns=&amp;rev=1643126735&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
                <rdf:li rdf:resource="https://gbgi9u07.imag.fr/doku.php?image=tp1.ipynb&amp;ns=&amp;rev=1643019346&amp;tab_details=history&amp;mediado=diff&amp;do=media"/>
            </rdf:Seq>
        </items>
    </channel>
    <image rdf:about="https://gbgi9u07.imag.fr/lib/tpl/default/images/favicon.ico">
        <title>gbgi9u07.imag.fr</title>
        <link>https://gbgi9u07.imag.fr/</link>
        <url>https://gbgi9u07.imag.fr/lib/tpl/default/images/favicon.ico</url>
    </image>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?id=start&amp;rev=1712307107&amp;do=diff">
        <dc:format>text/html</dc:format>
        <dc:date>2024-04-05T08:51:47+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>start - [Supports de cours] </title>
        <link>https://gbgi9u07.imag.fr/doku.php?id=start&amp;rev=1712307107&amp;do=diff</link>
        <description>GBGI9U07 - Documents multimédia : description et recherche automatique

Description : Documents multimédia : description et recherche automatique (2021).

Responsable : Georges Quénot.





Supports de cours

Les supports de cours sont mis à jour chaque année. Ne les imprimez qu&#039;après le cours correspondant.

	*  Rappels Mathématiques :</description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-5.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2024-04-05T08:51:26+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-5.pdf</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-5.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-1.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2024-04-05T08:51:26+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-1.pdf</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-1.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-4.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2024-04-05T08:51:26+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-4.pdf</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-4.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-3.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2024-04-05T08:51:26+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-3.pdf</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-3.pdf&amp;ns=&amp;rev=1712307086&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?id=acces_grid_5000&amp;rev=1712306859&amp;do=diff">
        <dc:format>text/html</dc:format>
        <dc:date>2024-04-05T08:47:39+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>acces_grid_5000 - [Connexion directe sur les nœuds de calcul] </title>
        <link>https://gbgi9u07.imag.fr/doku.php?id=acces_grid_5000&amp;rev=1712306859&amp;do=diff</link>
        <description>Accès aux GPUs sur Grid&#039;5000

“Si rien ne marche, lisez le mode d&#039;emploi.”

Inscription

Nous allons utiliser les GPUs de la plateforme Grid&#039;5000. 

Consulter : &lt;https://www.grid5000.fr/w/Tutorial_or_Teaching_Labs_Trainee_HowTo&gt; 


On ne peut se connecter à Grid&#039;5000 qu&#039;avec une clé SSH. Si vous n&#039;en avez pas, il faut générer une paire de clés SSH avec la commande :</description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?id=projet&amp;rev=1710917642&amp;do=diff">
        <dc:format>text/html</dc:format>
        <dc:date>2024-03-20T06:54:02+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>projet - [Evaluation du projet (note de CC)] </title>
        <link>https://gbgi9u07.imag.fr/doku.php?id=projet&amp;rev=1710917642&amp;do=diff</link>
        <description>Projet - Système de classification d&#039;images par apprendissage profond

Nous allons utiliser l&#039;outil PyTorch.
Torch est un ensemble de logiciels pour faire du deep learning.
Pytorch est principalement une interface python pour torch.

Installations (si vous souhaitez le faire sur vos machines, Linux)</description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2022-2023.pdf&amp;ns=&amp;rev=1706088078&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2024-01-24T09:21:18+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-2022-2023.pdf - created</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2022-2023.pdf&amp;ns=&amp;rev=1706088078&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=2008_000015.jpg&amp;ns=&amp;rev=1706087206&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2024-01-24T09:06:46+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>2008_000015.jpg</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=2008_000015.jpg&amp;ns=&amp;rev=1706087206&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description>&lt;img src=&quot;https://gbgi9u07.imag.fr/lib/exe/fetch.php?w=500&amp;h=327&amp;t=1706087206&amp;amp;tok=40a75e&amp;amp;media=2008_000015.jpg&quot; alt=&quot;2008_000015.jpg&quot; /&gt;</description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?id=tp1&amp;rev=1706086856&amp;do=diff">
        <dc:format>text/html</dc:format>
        <dc:date>2024-01-24T09:00:56+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>tp1 - [Lecture et traitement d&#039;une image] </title>
        <link>https://gbgi9u07.imag.fr/doku.php?id=tp1&amp;rev=1706086856&amp;do=diff</link>
        <description>TP1 - Recherche par similarité par histogrammes de couleur.

Objectif : se familiariser avec python, numpy, matplotlib et effectuer quelques traitements élémentaires sur des images.

Lecture et traitement d&#039;une image

Voir le tutoriel : &lt;https://matplotlib.org/users/image_tutorial.html&gt; 

Documentation numpy :</description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=g5k.png&amp;ns=&amp;rev=1677769408&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2023-03-02T15:03:28+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>g5k.png - created</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=g5k.png&amp;ns=&amp;rev=1677769408&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description>&lt;img src=&quot;https://gbgi9u07.imag.fr/lib/exe/fetch.php?w=500&amp;h=251&amp;t=1677769408&amp;amp;tok=289d42&amp;amp;media=g5k.png&quot; alt=&quot;g5k.png&quot; /&gt;</description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2021-2022.pdf&amp;ns=&amp;rev=1662130155&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2022-09-02T14:49:15+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-2021-2022.pdf - created</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2021-2022.pdf&amp;ns=&amp;rev=1662130155&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2.pdf&amp;ns=&amp;rev=1648808447&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2022-04-01T10:20:47+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>gbgi9u07-2.pdf</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=gbgi9u07-2.pdf&amp;ns=&amp;rev=1648808447&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=test.ipynb&amp;ns=&amp;rev=1643126735&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2022-01-25T16:05:35+00:00</dc:date>
        <dc:creator>quenot (quenot@undisclosed.example.com)</dc:creator>
        <title>test.ipynb - created</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=test.ipynb&amp;ns=&amp;rev=1643126735&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
    <item rdf:about="https://gbgi9u07.imag.fr/doku.php?image=tp1.ipynb&amp;ns=&amp;rev=1643019346&amp;tab_details=history&amp;mediado=diff&amp;do=media">
        <dc:format>text/html</dc:format>
        <dc:date>2022-01-24T10:15:46+00:00</dc:date>
        <dc:creator>jlmas (jlmas@undisclosed.example.com)</dc:creator>
        <title>tp1.ipynb - created</title>
        <link>https://gbgi9u07.imag.fr/doku.php?image=tp1.ipynb&amp;ns=&amp;rev=1643019346&amp;tab_details=history&amp;mediado=diff&amp;do=media</link>
        <description></description>
    </item>
</rdf:RDF>
