StudentProjects

Student Projects Winter 2024 This page showcases student projects from the Winter 2024 offering of OCEAN 462-C at the University of Washington. The course was taught by Ada Carter and Katie Bigham under the mentorship of Sasha Seroy. ## Projects 1. YOLOv11 Pinniped Object Detection Model - Student: Christopher Moon - Project Description: Object detection model for identifying pinnipeds in marine imagery - Link: https://huggingface.co/OceanCV/Pinniped_Model 2. YOLOv11 Southern Sea Otter Object Detection Model - Student: Sophia Mangrubang - Project Description: Object detection model for tracking southern sea otters - Link: https://huggingface.co/OceanCV/Southern_Sea_Otter_Tracking 3. YOLOv12 Pythia’s Oasis Methane Seep Benthic Megafauna Object Detection Model - Student: Emily Pinneo - Project Description: Object detection model for benthic megafauna at methane seeps - Link: https://huggingface.co/OceanCV/Pythias_Oasis 4. YOLOv11 Glass Eel Object Detection Model - Student: Drew Rigby - Project Description: Object detection model for glass eels - Link: https://huggingface.co/OceanCV/Glass_Eel 5. YOLOv11 Deep Sea Coral Object Detection Model - Student: Taylor Meng - Project Description: Object detection and classification model for deep sea corals - Link: https://huggingface.co/OceanCV/CoralDetectionandClassification 6. YOLOv11 Wildfire Object Detection Model - Student: Roy An - Project Description: Object detection model for wildfires - Link: https://huggingface.co/OceanCV/Fire_Detection 7. KMeans Segmentation of Sea Ice - Student: Paige McKay - Project Description: Segmentation of sea ice using K-means clustering - Link: https://github.com/pmckay/K-Means-Segmentation-NOAA_Ice_Coverage 8. KMeans Segmentation of Marine Snow - Student: Victoria Dejong - Project Description: Segmentation of marine snow using K-means clustering - Link: https://github.com/vdejong1927/K-means-Segmentation-Marine-Snow¶

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