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@@ -338,7 +338,7 @@ python neural_style.py --video \
* `--img_name`: Filename of the output image. *Default*: `result`
* `--verbose`: Boolean flag indicating if statements should be printed to the console.
-#### Optimization Arguments
+"#### 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`
* `--max_iterations`: Max number of iterations for the Adam or L-BFGS optimizer. *Default*: `1000`
@@ -366,7 +366,7 @@ python neural_style.py --video \
## Questions and Errata
-Send questions or issues: cysmith1010@gmail.com
+Send questions or issues: <img src="examples/equations/email.png">
## Memory
By default, `neural-style-tf` uses the NVIDIA cuDNN GPU backend for convolutions and L-BFGS for optimization.