From 045e7941e4ee9522675a97fe6c9806e5f3bb63d9 Mon Sep 17 00:00:00 2001
From: Cameron <cysmith1010@gmail.com>
Date: Sun, 6 Nov 2016 14:43:08 -0700
Subject: Update README.md

---
 README.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

(limited to 'README.md')

diff --git a/README.md b/README.md
index dbdece9..03c8a5e 100644
--- a/README.md
+++ b/README.md
@@ -339,7 +339,10 @@ python neural_style.py --video \
 
 #### Optimization Arguments
 * `--optimizer`: Loss minimization optimizer.  L-BFGS gives better results.  Adam uses less memory. *Choices*: `lbfgs`, `adam`. *Default*: `lbfgs`
-* `--learning_rate`: Learning-rate parameter for the Adam optimizer. *Default*: `1e1`
+* `--learning_rate`: Learning-rate parameter for the Adam optimizer. *Default*: `1e1`  
+<p align="center">
+<img src="examples/equations/plot.png" width="321px">
+</p>  
 * `--max_iterations`: Max number of iterations for the Adam or L-BFGS optimizer. *Default*: `1000`
 * `--print_iterations`: Number of iterations between optimizer print statements. *Default*: `50`
 * `--content_loss_function`: Different constants K in the content loss function. *Choices*: `1`, `2`, `3`. *Default*: `1`
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