deploy: 29a5d5c

Author: edrogers

.lektor/buildstate

@@ -22,7 +22,7 @@
 <title>Improving Receipt Understanding at Fetch — MadPy</title>
 
 
-    <meta property="og:image" content="https://madpy.com/static/images/2025-03-13-Improving-Receipt-Understanding-Social-Card-1200x630.png"/>
+    <meta property="og:image" content="https://madpy.com/static/images/2025-03-13-Improving-Receipt-Understanding-1-1200x630.jpg"/>
     <meta property="og:image:width" content="1200"/>
     <meta property="og:image:height" content="630"/>
 
@@ -34,7 +34,7 @@
 
 
 
-    <meta property="og:description" content="Learn how Fetch uses ML to turn images of receipts into structured data at scale! Hosted @ Fetch&#39;s downtown offices -- RSVP required."/>
+    <meta property="og:description" content="In March, we learned how Fetch uses ML to turn images of receipts into structured data at scale! MadPy attendees enjoyed free food and beverage along with a fascinating talk hosted at Fetch&#39;s downtown offices"/>
 
 
 </head>
@@ -79,11 +79,9 @@ <h2>Improving Receipt Understanding at Fetch</h2>
     Thursday, March 13 2025, 6:30 PM<br />
     Fetch Rewards, 1050 E. Washington Ave., Suite 200 [<a href="https://maps.app.goo.gl/GTDW6cBvoNh8G2i76">Map</a>]<br />
     RSVP on <a href="https://www.meetup.com/madison-python/events/305982723/">Meetup</a>
-    
+    <b>(Note: This Meetup has already occurred.)</b>
   </p>
-  <p><img src="../../../../../static/images/2025-03-13-Improving-Receipt-Understanding-Social-Card-1792x1024.png" alt=""></p>
-<p><strong>Note: this event is hosted at Fetch Rewards Headquarters in Downtown Madison. While the event is free and open to the public, attendees must RSVP for entrance.</strong></p>
-<p><strong><em>Link for Required RSVP:</em></strong> <a href="https://lu.ma/uc9se65d">https://lu.ma/uc9se65d</a></p>
+  <p><img src="../../../../../static/images/2025-03-13-Improving-Receipt-Understanding-1-2379x1784.jpg" alt=""></p>
 <p>Fetch uses machine learning to process images of receipts into structured data at scale (over 10 million images per day!). This is a big part of how Fetch can reward consumers at a large scale while providing brands an effective way to promote their products. However, due to the varied quality of these images, extracting this structured data can be challenging. In particular, associating product names with prices, quantities, and other details can be difficult to achieve in some low-quality images. In this talk, Adam will show how the combination of a cutting-edge object-detection ML model along with Graph-theory techniques (all implemented in Python) has led to a measurable increase in accuracy for Fetch’s receipt understanding.</p>
 <p>Adam Frees is the tech lead of the Machine Learning organization at Fetch. He holds a Bachelor's degree from Brown University and a Ph.D. in Physics from UW-Madison. Prior to Fetch, he worked as a software developer at Epic Systems, utilizing ML to process data from over 60 million patient records, and at Majesco, where he trained and deployed CV and NLP models for the Property &amp; Casualty Insurance sector.</p>
 

meetups/2025/3/13/20250313-improving-receipt-understanding-at-fetch/index.html

@@ -75,8 +75,6 @@ <h2 class="index-title">Upcoming Meetups</h2>
 
 
 
-  <li>Thursday, March 13 2025, 6:30 PM: <a href="2025/3/13/20250313-improving-receipt-understanding-at-fetch/">Improving Receipt Understanding at Fetch</a></li>
-  
 
 
 
@@ -252,6 +250,8 @@ <h2 class="index-title">Past Meetups</h2>
 
 
 
+  <li>Mar 13, 2025: <a href="2025/3/13/20250313-improving-receipt-understanding-at-fetch/">Improving Receipt Understanding at Fetch</a></li>
+