Commit cc666abd authored by Remi Cresson's avatar Remi Cresson
Browse files

Update prez

parent 77bea462
No related merge requests found
Pipeline #38580 passed with stages
in 2 minutes and 1 second
Showing with 19 additions and 14 deletions
+19 -14
This image diff could not be displayed because it is too large. You can view the blob instead.
otbtf_pres/illustrations/pyotbadvert.png

36.6 KB

......@@ -57,6 +57,7 @@
<section>
<h2>In short</h2>
<ul>
<li><h>Generic</h> framework for deep learning on rasters</li>
<li>Developped at INRAE for <h>research</h>, <h>education</h> and <h>production</h>
</li>
<li>Use <h>deep learning</h> techniques on geospatial images</li>
......@@ -67,7 +68,8 @@
</ul>
</ul>
<br>
<img width="20%" data-src="illustrations/logo.png">
<br>
<img width="15%" data-src="illustrations/logo.png">
</section>
......@@ -153,7 +155,7 @@ otbcli_TensorflowModelServe \
<ul>
<li>Dedicated to model training</li>
<li>For data scientists</li>
<li>To go large scale</li>
<li>To go large scale with distributed training</li>
</ul>
</li>
</ul>
......@@ -258,7 +260,7 @@ tf_ds = TFRecords("/path/to/tfrecords_dir").read()
<section data-transition="fade">
<h3>ModelBase</h3>
<h4><h>New in v3.3.0!</h></h4>
<h4><y>New</y> in v3.3.0!</h4>
<br>
<ul>
<li>Ease the implementation of deep nets</li>
......@@ -406,9 +408,11 @@ app.write("output_y.tif")
target="_blank">https://www.theia-land.fr/en/product/buildings-footprint/</a></p>
</section>
<section data-background-image='illustrations/gif_2160.gif'></section>
<section>
<img width="60%" data-src="illustrations/masque_ssthrs.png">
<p><small><h>Forest mapping</h> at 1.5m spacing from ~1200 spot 6/7 images acquired between 2016 and 2020</small></p>
<p><small><h>Forest mapping</h> at 1.5m spacing from ~1200 spot 6/7 images acquired between 2016 and 2020. Copyright <h>INRAE</h>/<h>UMR TETIS</h>, <h>OSM</h></small></p>
</section>
<section>
......@@ -418,6 +422,13 @@ app.write("output_y.tif")
<img width="40%" data-src="illustrations/sr4rs_logos.jpg">
</section>
<section data-background-image='illustrations/sr4rs_tours.jpg'></section>
<section data-background-image='illustrations/sr4rs_ams.jpg'></section>
<section data-background-image='illustrations/sr4rs_lisboa.jpg'></section>
<section data-background-image='illustrations/sr4rs_okla.jpg'></section>
<section data-background-image='illustrations/sr4rs_baotou.jpg'></section>
<section>
<h4>Easy to run</h4>
<pre style="width:1000px"><code data-trim class="bash">
......@@ -438,7 +449,6 @@ python sr4rs/code/sr.py \
<img width="48px" data-src="illustrations/python.png" style="float:left;padding-left:18%;margin:30px">
<pre style="width:1000px"><code data-trim class="python">
if __name__ == "__main__":
# Some secondary stuff to retrieve parameters values, etc
...
# The important stuff
......@@ -467,7 +477,6 @@ if __name__ == "__main__":
<img width="48px" data-src="illustrations/python.png" style="float:left;padding-left:18%;margin:30px">
<pre style="width:1000px"><code data-trim class="python">
if __name__ == "__main__":
# Some secondary stuff to retrieve parameters values, etc
...
# Using pyotb
......@@ -488,14 +497,10 @@ if __name__ == "__main__":
# if you need to write:
infer.write("out", out_fn)
</code></pre>
<img width="20%" data-src="illustrations/pyotbadvert.png">
</section>
<section data-background-image='illustrations/sr4rs_tours.jpg'></section>
<section data-background-image='illustrations/sr4rs_ams.jpg'></section>
<section data-background-image='illustrations/sr4rs_lisboa.jpg'></section>
<section data-background-image='illustrations/sr4rs_okla.jpg'></section>
<section data-background-image='illustrations/sr4rs_baotou.jpg'></section>
<section>
<h3>Soil moisture mapping (Theia product)</h3>
......@@ -571,9 +576,9 @@ if __name__ == "__main__":
<ul>
<li>Beginners: from CLI from patches images</li>
<li>Developers: from python, using <i>otbtf.dataset</i> and otbtf.TFRecords classes</li>
<li>Distributed training easy with Tensorflow 2</li>
<li>Distributed training with Tensorflow 2</li>
</ul>
<li>Run TensorFlow model in OTB <h>pipelines</h></li>
<li><h>Run models</h> in OTB pipelines</li>
</ul>
</section>
......@@ -583,7 +588,7 @@ if __name__ == "__main__":
<li>Improve <h>python API</h></li>
<li>More <h>examples and applications</h> out of the box</li>
<li>Lighter <h>docker</h> images</li>
<li>Fix OTB x TensorFlow compilation issues</li>
<li>Fix OTB x TensorFlow compilation limitations</li>
<li>Integration in <h>pyotb</h></li>
</ul>
......
Supports Markdown
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment