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Building a Keras Horse Zebra CycleGAN Webapp with Streamlit
  • Level Professional
  • المدة 1 ساعات hours
  • Offered by

عن

Welcome to the “Building a Keras Horse Zebra CycleGAN Webapp with Streamlit” guided project. In this project, we will build a Streamlit web app of a keras trained computer vision CycleGAN for horse images to zebra and vice versa. This project will take a jpg image of a horse and transform it into a zebra and take a picture of a zebra and transform it to a horse. This project is an intermediate python project for anyone interested in learning about how to productionize computer vision models or more specifically a beginner GAN model with Streamlit and Python. It requires preliminary knowledge on how to build and train GAN models (as we will not be building or training models) but we will be using a model that has already been trained and provided in the workspace.

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Dive into the "Building a Keras Horse Zebra CycleGAN Webapp with Streamlit" course, designed for those with intermediate Python skills and a passion for computer vision. Guided by Coursera, this 120-minute project focuses on creating a Streamlit web app to transform horse images into zebras and vice versa using a pre-trained CycleGAN model. Ideal for professionals keen on productionizing GAN models, this course offers a hands-on experience in deploying machine learning models with ease. Accessible through Starter subscriptions.