How SkillShow automates youth sports video processing using Amazon Transcribe
Machine Learning Blog
SkillShow, a youth sports video production company, used AWS services to automate their video processing workflow and address key operational challenges.
- Challenge: Manual video editing was time-consuming and unsustainable, with a 3-week turnaround time per event
- Solution: Developed an automated pipeline using Amazon S3, AWS Lambda, and Amazon Transcribe
- Key approach: Used audio logging for player identification instead of facial or jersey recognition
- Benefits:
- Reduced processing time from 3 weeks to 24 hours
- 93% clip accuracy in initial testing
- Ability to process multiple events simultaneously
The solution demonstrates how AWS machine learning services can transform video processing workflows, making them more efficient and cost-effective.
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