{"id":10090,"date":"2025-05-13T13:19:00","date_gmt":"2025-05-13T17:19:00","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=10090"},"modified":"2026-02-24T15:58:16","modified_gmt":"2026-02-24T20:58:16","slug":"stevie-bronsard","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/stevie-bronsard\/","title":{"rendered":"Stevie Bronsard"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">About Me<\/h2>\n\n\n\n<p>Hello friends, my name is Stevie Bronsard, and I am a senior computer science major and mathematics minor. I work on campus as a math and CS tutor and I am part of the Systems Administrations applied group. I hope to get a Wilderness IT career with a focus on systems administration and support for field-based environmental organizations.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>The goal of this project was to compare the performance of two different YOLO model architectures, YOLOv8s and YOLO11s, when applied to real-time object tracking scenarios on a moving platform. We use a mobile robot powered with a Raspberry Pi and a camera on top as our moving platform. The robot is programmed to find and follow a toy car using YOLO. This work aims to improve real-time object tracking software for research purposes, like studying small animals with camouflaged robots<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Graphical Abstract<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"955\" height=\"716\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Graphical-Diagram-V1-1-edited.png\" alt=\"\" class=\"wp-image-11168\" style=\"width:711px;height:auto\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Graphical-Diagram-V1-1-edited.png 955w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Graphical-Diagram-V1-1-edited-300x225.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Graphical-Diagram-V1-1-edited-768x576.png 768w\" sizes=\"auto, (max-width: 955px) 100vw, 955px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Data Diagram<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"427\" height=\"737\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/YOLO_Diagram.png\" alt=\"\" class=\"wp-image-11170\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/YOLO_Diagram.png 427w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/YOLO_Diagram-174x300.png 174w\" sizes=\"auto, (max-width: 427px) 100vw, 427px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Demo Video<\/h2>\n\n\n\n<p>Link to my youtube video: <a href=\"https:\/\/youtu.be\/jkWo6ymjHcI\">https:\/\/youtu.be\/jkWo6ymjHcI<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Paper<\/h2>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/capstone_Stevie-1.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of capstone_Stevie.\"><\/object><a id=\"wp-block-file--media-6a9ca716-0059-4ba1-828f-2e2d6fd9e3cb\" href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/capstone_Stevie-1.pdf\">capstone_Stevie<\/a><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/capstone_Stevie-1.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-6a9ca716-0059-4ba1-828f-2e2d6fd9e3cb\">Download<\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Github<\/h2>\n\n\n\n<p>Link to my Gihub: <a href=\"https:\/\/github.com\/StevieBronsard\/Object-Tracking-with-YOLOv8-and-YOLO11\">https:\/\/github.com\/StevieBronsard\/Object-Tracking-with-YOLOv8-and-YOLO11<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Poster<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"877\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Poster-1024x877.png\" alt=\"\" class=\"wp-image-11171\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Poster-1024x877.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Poster-300x257.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Poster-768x658.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2026\/02\/CS488-Poster-1536x1316.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>About Me Hello friends, my name is Stevie Bronsard, and I am a senior computer science major and mathematics minor. I work on campus as a math and CS tutor and I am part of the Systems Administrations applied group. &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/stevie-bronsard\/\">Read More<\/a><\/p>\n","protected":false},"author":166,"featured_media":0,"parent":8534,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-10090","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Stevie Bronsard - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/stevie-bronsard\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stevie Bronsard - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"About Me Hello friends, my name is Stevie Bronsard, and I am a senior computer science major and mathematics minor. 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