Curtis Hopehill
- Role
- Data Scientist at Quest Defense
- Location
- Loveland, CO, US
- LinkedIn followers
- 500 followers
About Curtis Hopehill
As a data scientist with a background in educational psychology and teaching, I bring a…
Experience
Data Scientist
Aug 2022 — Present
Computer Vision Drone Project:Compiled an image set of 300 vehicle images for testing with ResNet, RetinaNet, and YOLOv5 models.Tested YOLOv5 and RetinaNet on the client’s data set of 960 images of planes, tanks, and humvees.YOLOv5 model proved most effective and was trained on synthetic vehicle images and then validated on real world imagery and video.Final YOLOv5 model delivered to client with a 90% accuracy for use on drone edge computing device.drone. Aviation Parts Prediction Tool:Conducted reviews of three new data sets focusing on completeness and validity of data to determine usability in the prediction tool. Created visualizations for weekly updates to clients on project progress.Delivered three written reports to client after finishing data reviews.Conducted bug fixing of prediction tool throughout project to ensure full usability on client\'s computers.
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