Marzieh Edraki

Title: Marzieh Edraki: Innovator in Image Component Generation

Introduction

Marzieh Edraki is a notable inventor based in San Jose, California. He has made significant contributions to the field of image processing through his innovative patent. His work focuses on enhancing image component generation using advanced machine learning techniques.

Latest Patents

Edraki holds a patent for an electronic device and method for image component generation based on the application of iterative learning on an autoencoder model and transformer model. This invention fine-tunes an autoencoder model and a transformer model using first training data that includes a set of images. The device selects a subset of images and applies the encoder model to generate second training data, which corresponds to a quantized latent representation of the selected images. This process allows for the creation of a next generation of the autoencoder model, enhancing its capabilities in image processing.

Career Highlights

Throughout his career, Marzieh Edraki has worked with prominent companies such as Sony Group Corporation and Sony Corporation of America. His experience in these organizations has contributed to his expertise in the field of technology and innovation.

Collaborations

Edraki has collaborated with various professionals in his field, including Akira Nakamura, which has further enriched his work and contributions to the industry.

Conclusion

Marzieh Edraki is a distinguished inventor whose work in image component generation showcases his innovative spirit and technical expertise. His contributions continue to influence advancements in image processing technology.