diff --git a/_includes/figure.html b/_includes/figure.html
deleted file mode 100644
index dbd25ac..0000000
--- a/_includes/figure.html
+++ /dev/null
@@ -1,36 +0,0 @@
-{%- assign img_path = include.path | remove: ".jpg" | remove: ".jpeg" | remove: ".png" | remove: ".tiff" -%}
-
-<figure>
-
-<picture>
-{% if site.imagemagick.enabled %}
-{% for i in site.imagemagick.widths -%}
-<source 
-class="responsive-img-srcset"
-media="(max-width: {{ i }}px)" 
-srcset="{{ img_path | relative_url }}-{{ i }}.webp"
-/>
-{% endfor -%}
-{% endif %}
-
-<!-- Fallback to the original file -->
-<img 
-src="{{ include.path | relative_url }}"
-{% if include.class %}class="{{ include.class }}"{% endif %}  
-{% if include.width %}width="{{ include.width }}"{% else %}width="auto"{% endif %} 
-{% if include.height %}height="{{ include.height }}"{% else %}height="auto"{% endif %} 
-{% if include.min-width %}min-width="{{ include.min-width }}"{% endif %} 
-{% if include.min-height %}min-height="{{ include.min-height }}"{% endif %} 
-{% if include.max-width %}max-width="{{ include.max-width }}"{% endif %} 
-{% if include.max-height %}height="{{ include.max-height }}"{% endif %} 
-{% if include.alt %}alt="{{ include.alt }}"{% endif %} 
-{% if include.title %}title="{{ include.title }}"{% endif %} 
-{% if include.zoomable %}data-zoomable{% endif %}
-onerror="this.onerror=null; $('.responsive-img-srcset').remove();"
-/>
-
-</picture>
-
-  {%- if include.caption -%}<figcaption class="caption">{{ include.caption }}</figcaption>{%- endif %}
-
-</figure>
diff --git a/_projects/1_project.md b/_projects/1_project.md
index 38c8157..092d4ca 100644
--- a/_projects/1_project.md
+++ b/_projects/1_project.md
@@ -23,13 +23,13 @@ To give your project a background in the portfolio page, just add the img tag to
 
 <div class="row">
 <div class="col-sm mt-3 mt-md-0">
-{% include figure.html path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+{% include figure.liquid path="assets/img/1.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
 </div>
 <div class="col-sm mt-3 mt-md-0">
-{% include figure.html path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+{% include figure.liquid path="assets/img/3.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
 </div>
 <div class="col-sm mt-3 mt-md-0">
-{% include figure.html path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
+{% include figure.liquid path="assets/img/5.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
 </div>
 </div>
 <div class="caption">
diff --git a/_projects/sap.md b/_projects/sap.md
index a79a76b..50f079b 100644
--- a/_projects/sap.md
+++ b/_projects/sap.md
@@ -25,8 +25,7 @@ updated.
 [test]: https://github.com/fguiotte/sap/tree/master/test
 [cover]: https://app.codecov.io/gh/fguiotte/sap/tree/master/sap
 
-
-## Installation 
+## Installation
 
 To start tinkering images with the package, you just have to:
 
@@ -53,7 +52,7 @@ plt.imshow(filtered_image)
 plt.show()
 ```
 
-## Slower launch 
+## Slower launch
 
 This package is a combination of three submodules.
 
@@ -72,8 +71,6 @@ area = t.get_attribute('area')
 filtered_image = t.reconstruct(area < 100)
 ```
 
-
-
 ### Profiles
 
 The second submodule `sap.profiles` is provided to compute *Attribute
@@ -99,7 +96,6 @@ The third submodule is `sap.spectra`. We use it to compute Pattern
 Spectra of trees and to display them. Pattern Spectra can be useful to
 set thresholds of attribute filters and Attribute Profiles.
 
-
 ```python
 import rasterio as rio # Reads and writes geospatial raster data
 from matplotlib import pyplot as plt # Display plots and images
@@ -130,10 +126,8 @@ plt.show()
 
 ![](/assets/img/sap_2.png){.img-fluid .z-depth-1 .rounded}
 
-
 To go further, please have a look to the [online documentation][doc-api].
 
-
 This package has been used, amongst other projects, to perform an
 experimental comparison of the attribute profiles and their variations
 in a published paper [^1].