In this blog post, we explore Google Research's Image Matching Challenge 2023 – Reconstruct 3D Scenes from 2D Images competition using the open-source FiftyOne computer vision toolset. The challenge involves reconstructing 3D scenes from multiple views and discovering the best methods for building accurate 3D models, which can be applied to photography, cultural heritage preservation, and more. We discuss how to download the dataset, install FiftyOne, import the dataset into the App, visualize it, and use embeddings to reveal patterns and clusters in the data. The post also covers tips and tricks for working with the dataset and mentions the sponsors and individuals responsible for putting together the competition.