Solutions
Image Similarity Search
Build a reverse image search system using Milvus paired with YOLOv3 for object detection and ResNet-50 for feature extraction.
Live DemoQuestion Answering System
Build an intelligent chatbot using Milvus and the BERT model for natural language processing (NLP).
Live DemoRecommender System
Build an AI-powered movie recommendation system using Milvus paired with PaddlePaddle’s deep learning framework.
Video Similarity Search
Build a video similarity search engine using Milvus and a VGG neural network.
Audio Similarity Search
Build an audio search engine using Milvus paired with PANNs for audio pattern recognition.
Molecular Similarity Search
Build a molecule similarity search system using Milvus paired with RDkit for cheminformatics.
Live DemoDNA Sequence Classification
Build a DNA sequence classification model using Milvus paired with CountVectorizer.
Collaborations
Milvus and ONNX
Build a reverse image search system with Milvus using various AI models in collaboration with the Open Neural Network Exchange (ONNX).