https://pratapvardhan.com/tags/gan/ Recent content in gan on Pratap Vardhan Hugo -- gohugo.io en-us Sun, 28 Mar 2021 00:00:00 +0000 https://pratapvardhan.com/blog/cartoonizer-with-tensorflowjs/ Sun, 28 Mar 2021 00:00:00 +0000 https://pratapvardhan.com/blog/cartoonizer-with-tensorflowjs/ Try application I used Generative Adversarial Network (GAN) model proposed in Learning to Cartoonize Using White-box Cartoon Representations (CVPR 2020) by Xinrui Wang and Jinze Yu. The idea was to test if it is reasonably possible to perform model inferences in the browser clients with CPUs only. Without needing to send any of user’s data (images) to servers. App preview: Upload an image or try examples Here’s the application flow and architecture: https://pratapvardhan.com/blog/deoldify/ Sat, 15 Aug 2020 00:00:00 +0000 https://pratapvardhan.com/blog/deoldify/ As India celebrates 74th Independence Day, I attempted to colorize few photos from the 1940-50’s period. This is colorized photo from 15 August 1947 of Indian Flag hoisted at Chandni Chowk in New Delhi on Independence Day. (Original B&W photo). The second photo I colorized was originally taken in 1948 by Homai Vyarawalla (Dalda 13) of Independent India’s first Cabinet. Here’s a colorized photo with Jawaharlal Nehru with Sardar Patel, Rajaji, BR Ambedkar, Maulana Azad, Syama Mukherjee, Jagjivan Ram, Amrit Kaur, Matthai, Rafi Kidwai and Baldev Singh among others.