Use Face++ Gesture API to detect and recognize all the hands within images, and get back hand bounding boxes and gesture for each detected hand. You will get confidence scores for every possible gestures. Bigger confidence score indicates greater possibility.
All APIs can be used for free, and you can flexibly upgrade to paid service according to your business volume by Pay As You Go service or QPS solution. SDK licensing options are also available on various devices.