Change image sizes

_portfolio/01smart-compost-bin.md

@@ -1,12 +1,12 @@
 ---
 title: "Smart Compost Bin"
-excerpt: "Developing a low-cost, 3D printed device for automatically measuring food waste using state-of-the-art computer vision models<br/><img src='/images/bin_partial_open.png'>"
+excerpt: "Developing a low-cost, 3D printed device for automatically measuring food waste using state-of-the-art computer vision models<br/><img src='/images/bin_partial_open.jpg'>"
 collection: portfolio
 ---
 
 Food waste continues to strain the global food supply even as millions struggle with food insecurity. A lack of effective food waste measurement solutions obstructs domain experts from guiding policy towards sustainable food resource management. We propose a system for measuring household food waste using an AI-enabled compost bin. Food waste identification can be framed as a computer vision task, however no public datasets of labeled post-consumer food items have been released to date. To power the development of computer vision models for food waste identification, we design a compost bin equipped with imaging sensors capable of capturing 2D, 3D, and thermal information about discarded food. This device encourages sustainable composting practices while building a novel dataset of commingled food waste images annotated with descriptive labels and segmentation masks. We design a volunteer-driven study to deploy fifty of these devices in households across the state of Oregon.
 
-![Bin](/images/bin_partial_open.jpg)
+![Bin](/images/bin_partial_open.jpg){:width="60%"}
 
 Our research has three primary objectives:
 
@@ -19,9 +19,9 @@ pilot study with fifty households to annotate images of food waste using our com
 3. We will use our dataset to train a computer vision model to automatically measure household
 food waste by segmenting disposed items from images of commingled food refuse
 
-![Example Image](/images/compost_segmented.jpg)
+![Example Image](/images/compost_segmented.jpg){:width="100%"}
 
-![System Diagram](/images/cloud_pipeline_v4.png)
+![System Diagram](/images/cloud_pipeline_v4.png){:width="75%"}
 
 You can see our first publication, describing the design and implementation of the Smart Compost Bin
 [here](https://aidanbeery.com/files/cofi_2024.pdf).