Commit de585fe1 authored by Cresson Remi's avatar Cresson Remi

DOC: add some nice pictures

parent 4465aca8
...@@ -9,11 +9,17 @@ Applications can be used to build OTB pipelines from Python or C++ APIs. ...@@ -9,11 +9,17 @@ Applications can be used to build OTB pipelines from Python or C++ APIs.
- Training, supporting save/restore/import operations (a model can be trained from scratch or fine-tuned), - Training, supporting save/restore/import operations (a model can be trained from scratch or fine-tuned),
- Serving models with support of OTB streaming mechanism. Meaning (1) not limited by images sizes, (2) can be used as a "lego" in any OTB pipeline and preserve streaming, (3) MPI support available (use multiple processing unit to generate one single output image) - Serving models with support of OTB streaming mechanism. Meaning (1) not limited by images sizes, (2) can be used as a "lego" in any OTB pipeline and preserve streaming, (3) MPI support available (use multiple processing unit to generate one single output image)
*Examples* *Portfolio*
Below are some screen captures of deep learning applications performed at large scale with OTBTF.
<figure> <figure>
<img src ="doc/pix2pix.png" /> <img src ="doc/pix2pix.png" />
<legend text-align: center>Transform a Spot-7 image into a Wikimedia Map (pix2pix)</legend> <legend text-align: center>Image to image translation (Spot-7 image --> Wikimedia Map using CGAN)</legend>
<img src ="doc/landcover.png" />
<legend text-align: center>Landcover mapping (Spot-7 images --> Building map using semantic segmentation)</legend>
<img src ="doc/supresol.png" />
<legend text-align: center>Image enhancement (Enhancement of Sentinel-2 images at 1.5m using SRGAN)</legend>
</figure> </figure>
You can read more details about these applications on [this blog](https://mdl4eo.irstea.fr/2019/)
# How to install # How to install
This remote module has been tested successfully on Ubuntu 18 and CentOs 7 with last CUDA drivers. This remote module has been tested successfully on Ubuntu 18 and CentOs 7 with last CUDA drivers.
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