Genshin Impact! Fine-tuning CLIP for anime search

Today let's build a search-anime system. We will use text as our query and get images as result. For this we would usually need to manually annotate the image with some tags, often referred to as TBIR (Text/Tag-based Image Retrieval). And for this example, we will use OpenAI CLIP. CLIP is a powerful embedding model that outputs the similarity between text and images.