feat: aqua3d pages

projects/aqua3d/aqua3d.md

@@ -9,8 +9,16 @@ The Aqua3D project aims to design novel underwater depth cameras which are small
 
 This project is in collaboration with the [Simmens lab](https://semmenslab.org/) at the [Scripps Institute of Oceanography](https://scripps.ucsd.edu/).
 
+{% include 
+    img_caption.html
+    src="assets/fishsense/2023-07-17_nathan_fishsense_lite.jpg"
+    caption="Diver using Aqua3D camera for data collection as part of the FishSense Project."
+%}
+
 We are currently focused on working with the [FishSense Project](/fishsense) where we provide them the base for their FishSense Lite Camera.
 
-We are also working with the [Naval Innovation Science, & Engineering Center (NISEC)](https://nisec.ucsd.edu/) where we work on a project called ["Underwater 3D Sensing"](https://nisec.ucsd.edu/projects/index.html).
+We are also working with the [Naval Innovation Science, & Engineering Center (NISEC)](https://nisec.ucsd.edu/) where we work on a project called ["Underwater 3D Sensing"](https://nisec.ucsd.edu/projects/index.html).  This project aims at being able to provide tools for three-dimensional underwater mapping and shiphull inspection.  underwater mapping is critical for many naval applications wuch as navigation and object detection.
+
+While 3D sensors are making rapid improvments in out of water contexts, adapting these technologies for underwater use presents significant challenges.  We aim to be able to leverage machine learning and optical imaging techniques to address these challenges.
 
-If you wish to learn more aobut the project, contact [Christopher Crutchfield ([email protected])](mailto:[email protected]) and [Avik Ghosh ([email protected])](mailto:[email protected]).
+If you wish to learn more aobut the project, contact [Christopher Crutchfield ([email protected])](mailto:[email protected]) and [Avik Ghosh ([email protected])](mailto:[email protected]).

projects/projects.md

@@ -16,7 +16,7 @@ blurbs:
    text: "Using drone footage and computer vision to track baboon troop movement in the plains of the Laikipia Plateau in Kenya"
    link: "/baboons-on-the-move"
  - project_name: "Aqua3D"
-   photo: assets/fishsense/2023-07-17_nathan_fishsense_lite.jpg
+   photo: assets/aqua3d/about_aqua3d.jpg
    text: "Developing underwater depth cameras which can be used in applications in collaboration with the Scripps Institute of Oceanography and FishSense."
    link: "/aqua3d"
  - project_name: "FishSense"