diff --git a/docs/accuracy.md b/docs/accuracy.md
index 21367c3..ed4a847 100644
--- a/docs/accuracy.md
+++ b/docs/accuracy.md
@@ -10,7 +10,7 @@ We obtain a mean accuracy of 0.8483 ± 0.0172 with an AUC of 0.923.
For comparison, training with Google-scale data results in an
accuracy of .9963 ± 0.009.
-![](../images/nn4.v1.lfw.roc.png)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/nn4.v1.lfw.roc.png)
This can be generated with the following commands from the root `openface`
directory, assuming you have downloaded and placed the raw and
diff --git a/docs/css/extra.css b/docs/css/extra.css
new file mode 100644
index 0000000..8f6c171
--- /dev/null
+++ b/docs/css/extra.css
@@ -0,0 +1,21 @@
+div.col-md-9 h1:first-of-type {
+ text-align: center;
+ font-size: 60px;
+ font-weight: 300;
+}
+
+/* div.col-md-9 p:first-of-type { */
+ /* text-align: center; */
+/* } */
+
+/* div.col-md-9 p.admonition-title:first-of-type { */
+/* text-align: left; */
+/* } */
+
+/* div.col-md-9 h1:first-of-type .headerlink { */
+/* display: none; */
+/* } */
+
+code.no-highlight {
+ color: black;
+}
\ No newline at end of file
diff --git a/docs/demo-1-web.md b/docs/demo-1-web.md
index 70e0e58..41bdd4c 100644
--- a/docs/demo-1-web.md
+++ b/docs/demo-1-web.md
@@ -5,7 +5,7 @@ for face recognition.
The source is available in [demos/web](https://github.com/cmusatyalab/openface/blob/master/demos/web).
-
+
This demo does the full face recognition pipeline on every frame.
In practice, object tracking
diff --git a/docs/demo-2-comparison.md b/docs/demo-2-comparison.md
index 8bc463f..099f8d4 100644
--- a/docs/demo-2-comparison.md
+++ b/docs/demo-2-comparison.md
@@ -11,7 +11,7 @@ Eric Clapton were generated with
| Lennon 1 | Lennon 2 | Clapton 1 | Clapton 2 |
|---|---|---|---|
-| | | | |
+| | | | |
The following table shows that a distance threshold of `0.5` would
distinguish these two people.
diff --git a/docs/demo-3-classifier.md b/docs/demo-3-classifier.md
index 0595a86..fa7986f 100644
--- a/docs/demo-3-classifier.md
+++ b/docs/demo-3-classifier.md
@@ -41,7 +41,7 @@ Run the classifier on your images with:
| Person | Image | Prediction | Confidence |
|---|---|---|---|
-| Carell | | SteveCarell | 0.78 |
-| Adams | | AmyAdams | 0.87 |
-| Lennon 1 (Unknown) | | DavidBoreanaz | 0.28 |
-| Lennon 2 (Unknown) | | DavidBoreanaz | 0.56 |
+| Carell | | SteveCarell | 0.78 |
+| Adams | | AmyAdams | 0.87 |
+| Lennon 1 (Unknown) | | DavidBoreanaz | 0.28 |
+| Lennon 2 (Unknown) | | DavidBoreanaz | 0.56 |
diff --git a/docs/index.md b/docs/index.md
index 600a2b5..256cce0 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,6 +1,9 @@
-# OpenFace
+# OpenFace
-
+
+*Free and open source face recognition with
+Google's FaceNet deep neural network.*
+
---
@@ -82,7 +85,7 @@ image of Sylvestor Stallone from the publicly available
See below for our examples for classification and
similarity detection, including an online web demo.
-![](../images/summary.jpg)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/summary.jpg)
# What's in this repository?
+ [batch-represent](https://github.com/cmusatyalab/openface/tree/master/batch-represent): Generate representations from
diff --git a/docs/models.md b/docs/models.md
index 1e9ff97..7675078 100644
--- a/docs/models.md
+++ b/docs/models.md
@@ -34,4 +34,4 @@ Our `nn4.v1` model is from epoch 177.
The LFW section above shows that this model obtains a mean
accuracy of 0.8483 ± 0.0172 with an AUC of 0.923.
-![](../images/nn4.v1.loss.png)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/nn4.v1.loss.png)
diff --git a/docs/visualizations.md b/docs/visualizations.md
index cdb265f..c7cee09 100644
--- a/docs/visualizations.md
+++ b/docs/visualizations.md
@@ -7,11 +7,11 @@ in the training and testing dataset with the most images.
**Training**
-![](../images/train-tsne.png)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/train-tsne.png)
**Testing**
-![](../images/val-tsne.png)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/val-tsne.png)
These can be generated with the following commands from the root
`openface` directory.
@@ -37,5 +37,5 @@ The following shows the first 39 filters of the
first convolutional layer on two images
of John Lennon.
-![](../images/nn4.v1.conv1.lennon-1.png)
-![](../images/nn4.v1.conv1.lennon-2.png)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/nn4.v1.conv1.lennon-1.png)
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/nn4.v1.conv1.lennon-2.png)
diff --git a/mkdocs.yml b/mkdocs.yml
index 7122cc8..40a9c1b 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -1,18 +1,19 @@
site_name: OpenFace
-docs_dir: '.'
-site_dir: /tmp/openfacesite
repo_url: https://github.com/cmusatyalab/openface
-theme: readthedocs
+#theme: readthedocs
copyright: 'Crafted by Brandon Amos at Carnegie Mellon University'
+theme: simplex
+extra_css:
+ - css/extra.css
pages:
-- Home: docs/index.md
+- Home: index.md
- Demos:
- - 1 - Real-time Web: docs/demo-1-web.md
- - 2 - Comparison: docs/demo-2-comparison.md
- - 3 - Classifier: docs/demo-3-classifier.md
-- Accuracy: docs/accuracy.md
-- Usage: docs/usage.md
-- Models: docs/models.md
-- DNN Training: docs/training-new-models.md
-- Visualizations: docs/visualizations.md
-- Setup: docs/setup.md
+ - 1 - Real-time Web: demo-1-web.md
+ - 2 - Comparison: demo-2-comparison.md
+ - 3 - Classifier: demo-3-classifier.md
+- Accuracy: accuracy.md
+- Usage: usage.md
+- Models: models.md
+- DNN Training: training-new-models.md
+- Visualizations: visualizations.md
+- Setup: setup.md