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ML4Web - Assignment 8

Fake Christmas Trees

For this week's assignment, I trained an image generation model with RunwayML. The dataset used in this model is composed of about 650 images of the Christmas tree. For getting a dataset, I referenced a GitHub repository Christmas Generator; I needed to clean up the dataset first, removing less relevant images and preprocessing them to standardize.

Sample images from the Christmas tree dataset (click to enlarge image)

I set the steps to be 2500, which took a little less than two hours.

Latent space walk video

Generated image examples (click to enlarge image)