https://github.com/aavache/image-retrieval
Image Retrieval API with vector databases and model inference.
https://github.com/aavache/image-retrieval
api computer-vision fastapi image-retrieval inference python resnet vector-database
Last synced: 11 months ago
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Image Retrieval API with vector databases and model inference.
- Host: GitHub
- URL: https://github.com/aavache/image-retrieval
- Owner: Aavache
- Created: 2023-12-16T07:13:39.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-12-17T16:17:34.000Z (about 2 years ago)
- Last Synced: 2025-01-07T23:35:51.704Z (about 1 year ago)
- Topics: api, computer-vision, fastapi, image-retrieval, inference, python, resnet, vector-database
- Language: Python
- Homepage:
- Size: 114 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 🏞 Image-Retrieval API 💽
An API to insert and retrieve samples stored in a vector database. This API is agnostic to the model architecture.
Drop a ⭐️!
## Start API
```sh
uvicorn main:app --host 0.0.0.0 --port 80
```
## Starting vector database
```sh
milvus-server
```
## Checkout the Swagger
You can play around the API with the docs: `http://0.0.0.0/docs`.
# Future steps
* Implement simple UI.
* More models than resnet.
* Rate limitter.
* More searching options.
* Making the code scalable.