diff --git a/README.md b/README.md
index e5ff13a..7f4c240 100644
--- a/README.md
+++ b/README.md
@@ -42,6 +42,6 @@ Given that we have uncertainty in the observations, we are interested in constru
 We implement three estimators for this task, which map to either samples or a distribution via `predictsamples(est, xs, ys, noisemodel, nsamples)` and `predictdist(est, xs, ys, noisemodel)`, respectively.
 The conversion between samples and a distribution can be done automatically via sampling or fitting a multivariate normal distribution.
 
-[<img src="figs/distribution_graph/distribution_graph.png">](Estimator Overview)
+![Estimator Overview](figs/distribution_graph/distribution_graph.png)
 
 ###