This technology uses computer vision and robotic manipulation to handle soft material like cloth. This is done by creating a point cloud of the soft material and able to perform shape estimation on the effect of manipulators action. Targeting to develop an efficient, reliable, and safe robotic system for handling soft objects, for the apparel Industry. The development approach integrates online shape estimation, prediction of shape transitions, and mid-manipulation trajectory correction of cloth.