This notebook is adapted from HuggingFace's Image Similarity with 🤗 Datasets and 🤗 Transformers blog post. The original notebook can be found here. This notebook is modified to work with custom datasets and intended for beginners to learn how to build an image similarity system with 🤗, custom datasets and FAISS.
Steps to build are included in the notebook.