Mikhail KorotkovNiche search: Enhancing Instagram Account Search with Metric Learning and QdrantThis article describes the process of developing a multimodal vector search pipeline for Instagram accounts using Qdrant vector storage.Nov 18, 2023Nov 18, 2023
Mikhail KorotkovUnveiling Brand Logo Detection: Leveraging Ultralytics YOLOv8 and RoboflowThe purpose of this article is to demonstrate how to easily build and train a logo detection model from scratch using the Roboflow data…Nov 2, 2023Nov 2, 2023
Mikhail KorotkovA gentle introduction to Vector Search· Introduction to Neural Networks Embeddings ∘ Recap of basics ∘ What is Embedding? ∘ Intuitive Explanation ∘ Why embeddings? ∘…Jun 21, 2023Jun 21, 2023
Mikhail KorotkovBuilding multimodal image search with PyTorch (part 1)The problem of cross-modal retrieval is becoming more and more popular every day. We mostly use text description to specify our request as…Jan 25, 2023Jan 25, 2023