Workshop / Overview

KerasCV and KerasNLP from Keras API are easy-to-use libraries for state-of-the-art computer vision and natural language processing.  I will show developers how with just a few lines of code, they can employ the latest techniques and models for data augmentation, object detection, image and text generation, and text classification.  I will demonstrate API integration with the broader TensorFlow ecosystem including TFLite.  The workshop will also walk the developers through enabling diffusion models to generate images, explores some advanced uses of text to image models.  It will show developers how to get started with generating images using KerasCV, the most optimized implementation of StableDiffusion available to date  By attending this Keras API workshop, developers will gain practical knowledge and real-world examples that enable them to hit the ground running with KerasCV and KerasNLP.

Workshop / Outcome

It will show developers how to get started with generating images using KerasCV, the most optimized implementation of StableDiffusion available to date  By attending this Keras API workshop, developers will gain practical knowledge and real-world examples that enable them to hit the ground running with KerasCV and KerasNLP.

Workshop / Difficulty

Beginner level

Workshop / Prerequisites

Track / Co-organizers

Marvin Ngese

Device Manager at Google Developer Expert in Machine Learning

AMLD Africa 2024 / Workshops

Africlimate workshop - Towards Building an African AI and Climate Science Research Community

With Ibrahim Yusuf, John Bagiliko, Grace Wangui, Rendani Mbuvha & Santiago Hincapie Potes

14:45-16:45 February 26Room 1

Deploying Models in Production: Optimization, Speed, and Scalability

With Andrews Kangah

14:00-15:00 February 27Plenary

GeoAI in Africa: Harnessing Satellite Data for Climate Resilience

With Akram Zaytar & Gilles Q. HACHEME

11:00-13:30 February 29Room 2

AMLD / Global partners