Vicky kumar

Dynamic executive with a proven track record at Square Business Solution, excelling in customer relations and team leadership. Enhanced client satisfaction through innovative problem resolution and streamlined communication. Committed to mentoring future leaders and fostering a collaborative environment, driving organizational performance and quality management.

Project

I introduce the first method for the automatic image generation from scene-level freehand sketches.This model allows for controllable image generation by specifying the synthesis goal via freehand sketchs.The key contribution is an attribute vector bridged Generative adversarial Network called Edge-GAN,which supports high visual-quality object-level image content generation without using freehand sketches as training data.I have built a largeScale composite dataset called Sketchy-COCO to support and evaluate the solution .I validate my approach on the tasks of the both both object-level and scene-level image generation on Sketchy-COCO to support and evaluate the solution.I validate my approach on the tasks of the of both object-level and scene-level image generation on Sketchy-COCO.Through quantitive ,qualitative results,human evaluation and ablation studies,I demonstrate the method's capacity to generate realistic complex scene-level images from various freehand sketches.