SYSTEM AND METHOD FOR TRANSFORMING IMAGES OF RETAIL ITEMS

• Main Author: Makkapati, Vishnu Vardhan
• Format: Patent
• Language: English
• Published: 17.06.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

Systems and method for transforming images of retail items using generative models are presented. The system includes an image acquisition unit and a processor including a training module, a latent vector generator, a latent vector modifier, and an image generator. The image acquisition is configured to access an input image of a selected retail item and a sample target image. The training module is configured to train a generative model. The latent vector generator is configured to generate a first latent vector and a second latent vector from the trained generative model based on the input image of the selected retail item and the sample target image, respectively. The latent vector modifier is configured to modify the second latent vector based on the first latent vector to generate a modified latent vector; and the image generator is configured to generate an output image based on the modified latent vector.