zilliz-bootcamp
Popular repositories
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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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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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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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video_analysis
video_analysis PublicRecognize faces and objects in the video based on Milvus.
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image_text_search
image_text_search PublicThe project is based on an image and text retrieval system
Repositories
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- milvus_monitoring_and_alarm Public
This project uses Prometheus and Grafana to implement monitoring and alerting of milvus
- 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.
- 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.
- 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.
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- 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.
- personalized_recommender_system Public
Build a personalized movie recommendation system based on paddle and Milvus
- Milvus_distributed_based_mishards Public
Milvus distributed Solution Based on Mishards, a Sharding Middleware for Milvus Clusters
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