diff --git a/README.md b/README.md
index e117711..7d93b75 100644
--- a/README.md
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@@ -8,13 +8,19 @@ observation ID and return an answer whether the observation is
"good", "bad", or "failed".
## Good Observation
-![Good Observation](pics/waterfall-good.png)
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+
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## Bad Observation
-![Bad Observation](pics/waterfall-bad.png)
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## Failed Observation
-![Failed Observation](pics/waterfall-failed.png)
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## Observations
See also:
@@ -23,12 +29,6 @@ See also:
* https://wiki.satnogs.org/Rating_Observations
* https://wiki.satnogs.org/Taxonomy_of_Observations
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# Machine Learning
The system at present is built upon the following: