As part of the comprehensive GGHA development program, we utilize portable cameras from Pixellot to provide our members with an added advantage.
![Pixellot Air Camera](https://you.pixellot.tv/wp/wp-content/uploads/home-compare-air-cam-2.png)
The Pixellot solution includes a portable and lightweight AI-automated camera that captures the entire ice and tracks and records the game automatically, with no need for a video operator. After the game or practice, the video will be available for coding, tagging, and annotating on Pixellot’s app. There is no need for additional third-party analysis and coding platforms. Access can be shared with all team members and guardians.
All GGHA teams are able to request and use the portable camera and tripod to video their practices and games.
![](data:image/png;base64,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)
Some additional Pixellot resources:
Duties of a Coach - Managing Coaching Responsibilities
7 Tips for Successfully Coaching Youth Sports
How can analysis improve sports performance?