diff --git a/modules/17-resnets.md b/modules/17-resnets.md
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--- a/modules/17-resnets.md
+++ b/modules/17-resnets.md
@@ -16,3 +16,9 @@
 ## Slides
 
 - [slides](https://abursuc.github.io/slides/polytechnique/14-05-resnets.html#1)
+
+## Practicals
+
+- [notebook](https://github.com/dataflowr/notebooks/blob/master/Module17/ODIN_mobilenet_empty.ipynb) for transforming your classifier into an out-of-distribution detector with [ODIN](https://arxiv.org/abs/1706.02690)
+
+![](../extras/ODIN/original_optimal_shade.png)
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