AI-Powered Image Search with CLIP, pgvector, and Fast API

• semantic-image-search

  1 0 8.6 Python

  A RESTful API for searching images by their content. Powered by CLIP.

Here's a demo where you can search against Unsplash's open source dataset of 25,000 images and here's a link to the code.

• datasets

  4 2,299 4.7 Jupyter Notebook

  🎁 5,400,000+ Unsplash images made available for research and machine learning (by unsplash)

  

Here's a live demo with a simple React frontend. It's searching against an S3 bucket containing Unsplash's open source dataset of 25,000 images, plus a few of my own.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• fastapi

  466 70,779 9.8 Python

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

Fast API.

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