Akhilesh Kumar
Senior Machine Learning Engineer, Adobe

Akhilesh Kumar is a senior machine learning engineer on the applied machine learning team at Adobe, where he’s primarily responsible for putting deep learning models in production. Part of his job is to train, evaluate, and put deep learning models in scalable systems. He’s an avid reader and loves to come up with solutions for a wide variety of problems.

Sessions

1:45pm–2:25pm Wednesday, September 11, 2019

Location: 230 C

Generative models for fixing image defects

Implementing AI

Secondary topics: Computer Vision, Deep Learning, Machine Learning

Akhilesh Kumar (Adobe)

Photographic defects such as noise, exposure, and blur can ruin the perfect shot. Adobe has developed a solution based on GAN that can identify the defective region in images and fix it. Akhilesh Kumar explores how this solution, which can also be applied to fix videos, is better than traditional algorithms and means you won't have to spend hours manually editing the images. Read more.