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panoramax/sgblur

By panoramax

•Updated 4 months ago

Pictures blurring API for a Panoramax instance.

Image
Machine learning & AI
0

1.0K

panoramax/sgblur repository overview

⁠Panoramax Panoramax

Panoramax is a digital resource for sharing and using 📍📷 field photos. Anyone can take photographs of places visible from the public streets and contribute them to the Panoramax database. This data is then freely accessible and reusable by all. More information available at gitlab.com/panoramax⁠ and panoramax.fr⁠.

⁠Panoramax "Speedy Gonzales" Blurring Algorithm

This repository only contains the blurring algorithms and API.

It is based on YOLOv11 for object detection (faces and license plates) using a custom trained model.

Blurring is done on original JPEG pictures by manipulating low-level MCU in the JPEG raw data, to keep all other parts of the original image unchanged (no decompression/recompression). This also saves CPU usage.

The blurring service calls a detection service through local HTTP calls.

Sources are available here⁠.

⁠Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

⁠License

Copyright (c) Panoramax team 2022-2024, released under MIT license⁠.

Tag summary

Content type

Image

Digest

sha256:4fd8f3bec…

Size

6 GB

Last updated

4 months ago

docker pull panoramax/sgblur