How to get a correct measurement - requirements
To improve object detection of club heads and balls, the following requirements should be considered:
- Lighting conditions: Good lighting conditions are essential for accurate object detection. Ideally, the lighting should be consistent and bright enough to create a high contrast between the objects and the background. Avoiding LED blinking can help reduce the impact of changing lighting conditions on detection.
- Object features: The club heads and balls should have distinctive features that can be easily detected by the object detection algorithm. This can include size, shape, color, and texture.
- Environments for detection should have stable lighting conditions. The ball and club head should not rapidly transition between areas of low light (shadows) and highlight (highlights), as this can create challenging conditions for object detection algorithms to accurately identify the objects.
You should avoid this kind of situation:
We know our player had a club speed around 97 mph. However, if the ball comes from highlands to shadow detection, it may not be recognized correctly and the speed of the ball may decrease.
Light conditions impact on number and detections?
Yes, that’s a great addition to the requirements for improving object detection of club heads and balls. Stable lighting conditions help ensure that the objects are consistently illuminated, which can help reduce the likelihood of false detections or missed detections caused by changes in lighting. In particular, it’s important to avoid situations where the objects move quickly from areas of low light to areas of high light or vice versa, as this can create challenging conditions for detection algorithms to accurately identify the objects. By ensuring that the lighting conditions are stable and consistent, it can help improve the reliability and accuracy of object detection for club heads and balls.
