How to Measure Object Size with Computer Vision
Blog post from Roboflow
Roboflow's computer vision tools facilitate object measurement by employing a reliable method that involves enclosing objects within a minimum area rectangle, allowing users to measure the longest and adjacent sides as length and width, respectively. The workflow, which was tested using an almond and a penny as a reference, highlighted the utility of Roboflow's platform in streamlining the process from object detection to size measurement. While the method works well with most objects, challenges arise when objects are not aligned with the vertical axis, necessitating the use of instance segmentation models to achieve accurate measurements regardless of orientation. The process is versatile, applicable to various use cases such as identifying the longest potatoes or sizing items in a manufacturing facility, and emphasizes the need for the right detection method and iterative adjustments to ensure accuracy.