Student Work
The Detection and Parametric Estimation of Fast-Moving Objects for Smart Home Plate Application
PublicDownloadable Content
open in viewerThis project developed and tested a proof-of-concept smartphone-based system for classification of balls and strikes in the game of baseball. Current professional systems used to call balls and strikes are expensive and require professional installation. This opens a gap for an inexpensive and accurate solution to calling balls and strikes. An automated system was developed that consisted of six main steps: data collection, data pre-processing, image classification, object detection, parametric estimation, and pitch classification. The system successfully outputs a pitch classification utilizing an input from a smartphone camera.
- This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.
- Creator
- Publisher
- Identifier
- E-project-042519-133951
- Advisor
- Year
- 2019
- Date created
- 2019-04-25
- Resource type
- Major
- Rights statement
Relations
- In Collection:
Items
Items
Thumbnail | Title | Visibility | Embargo Release Date | Actions |
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MacLeod_Palermo_Panicci_MQP_2019.pdf | Public | Download |
Permanent link to this page: https://digital.wpi.edu/show/q811km98j