zilliz-bootcamp
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image_search
image_search PublicThis project use VGG model to get image embeddings. Then Milvus is used to search the similarity images.
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audio_search
audio_search PublicThis project use PANNs for audio tagging and sound event detection, and finally get audio embeddings. Then Milvus is used to search the similarity audio items.
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intelligent_question_answering_v2
intelligent_question_answering_v2 PublicThis project combines the model provided by Bert and Milvus to realize a question and answer (QA) system.
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video_analysis
video_analysis PublicRecognize faces and objects in the video based on Milvus.
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milvus_hybrid_search_based_postgres
milvus_hybrid_search_based_postgres PublicThis project provides an example of consolidating Milvus (vector search engine) and PostgreSQL (relational database) to carry out the hybrid search of vectors and structured data.
Repositories
- bootcamp Public Forked from milvus-io/bootcamp
The bootcamp for Milvus, including benchmarking, solutions, and application scenarios.
zilliz-bootcamp/bootcamp’s past year of commit activity - milvus_monitoring_and_alarm Public
This project uses Prometheus and Grafana to implement monitoring and alerting of milvus
zilliz-bootcamp/milvus_monitoring_and_alarm’s past year of commit activity - covid_19_data_research Public
This system contains the API server, neural models, and UI client, a neural search engine for the COVID-19 Open Research Dataset (CORD-19) , and is referred to covidex.
zilliz-bootcamp/covid_19_data_research’s past year of commit activity - graph_based_recommend Public
This project uses graph convolutional neural networks to generate embeddings, and then uses Milvus retrieval to implement a recommendation system. It provides flask services and a front-end interface.
zilliz-bootcamp/graph_based_recommend’s past year of commit activity - milvus_tutorials_on_googlecolab Public
This tutorial will show you how to install Milvus from source code and run the python code on Google Colab.
zilliz-bootcamp/milvus_tutorials_on_googlecolab’s past year of commit activity - multi_factor_authentication Public
The biological MFA(multi-factor authentication) system ues InsightFace to extract face features and DeepSpeaker to extract voice features, and then performs hybrid authentication in Milvus.
zilliz-bootcamp/multi_factor_authentication’s past year of commit activity - personalized_recommender_system Public
Build a personalized movie recommendation system based on paddle and Milvus
zilliz-bootcamp/personalized_recommender_system’s past year of commit activity - Milvus_distributed_based_mishards Public
Milvus distributed Solution Based on Mishards, a Sharding Middleware for Milvus Clusters
zilliz-bootcamp/Milvus_distributed_based_mishards’s past year of commit activity
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