From 736fc43de228ccc5e44ad727ea6888c737635058 Mon Sep 17 00:00:00 2001 From: Jael Gu Date: Wed, 18 Sep 2024 14:22:23 +0800 Subject: [PATCH] Add more resources Signed-off-by: Jael Gu --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index ef103d1..141e1d6 100644 --- a/README.md +++ b/README.md @@ -103,3 +103,16 @@ A Temporal Network operator takes two numpy.ndarray(shape(N,D) N: number of feat ​ The returned similarity scores(length same as aligned_ranges). + + +# More Resources + +- [DNA Sequence Classification based on Milvus - Zilliz blog](https://zilliz.com/blog/dna-sequence-classification-based-on-milvus): Use Milvus, an open-source vector database, to recognize gene families of DNA sequences. Less space but higher accuracy. +- [Vector Database Use Cases: Video Similarity Search - Zilliz](https://zilliz.com/vector-database-use-cases/video-similarity-search): Experience a 10x performance boost and unparalleled precision when your video similarity search system is powered by Zilliz Cloud. +- [How to Get the Right Vector Embeddings - Zilliz blog](https://zilliz.com/blog/how-to-get-the-right-vector-embeddings): A comprehensive introduction to vector embeddings and how to generate them with popular open-source models. +- [What is a Convolutional Neural Network? An Engineer's Guide](https://zilliz.com/glossary/convolutional-neural-network): Convolutional Neural Network is a type of deep neural network that processes images, speeches, and videos. Let's find out more about CNN. +- [The guide to clip-vit-base-patch32 | OpenAI](https://zilliz.com/ai-models/clip-vit-base-patch32): clip-vit-base-patch32: a CLIP multimodal model variant by OpenAI for image and text embedding. +- [Understanding ImageNet: A Key Resource for Computer Vision and AI Research](https://zilliz.com/glossary/imagenet): The large-scale image database with over 14 million annotated images. Learn how this dataset supports advancements in computer vision. +- [Build a Multimodal Search System with Milvus - Zilliz blog](https://zilliz.com/blog/how-vector-dbs-are-revolutionizing-unstructured-data-search-ai-applications): Implementing a Multimodal Similarity Search System Using Milvus, Radient, ImageBind, and Meta-Chameleon-7b +- [Unlock Advanced Recommendation Engines with Milvus' New Range Search - Zilliz blog](https://zilliz.com/blog/unlock-advanced-recommendation-engines-with-milvus-new-range-search): Exploring Milvus’s newly released range search feature, how it differs from the traditional KNN search, and when to use it. +- [Similarity Metrics for Vector Search - Zilliz blog](https://zilliz.com/blog/similarity-metrics-for-vector-search): Exploring five similarity metrics for vector search: L2 or Euclidean distance, cosine distance, inner product, and hamming distance. \ No newline at end of file