PoseNet runs with either a single-pose or multi-pose detection algorithm. The single person pose detector is faster and more accurate but requires only one subject present in the image.

The output stride and input image resolution have the largest effects on accuracy/speed. A higher output stride results in lower accuracy but higher speed. A higher input image resolution results in higher accuracy but lower speed.