Removing Hand-Written Annotations The Project consists of mainly three sections: Underline Removal Strike-through Removal Text Correction Based on the above process, we are able to generate approximately correct text from an image consisting of Hand-Drawn Underlines and Strike-throughs. Some of the sample results can be found here.