blakeblackshear.frigate/notebooks
Thomas A. 63f9689b0e
Improve documentation for YOLO-NAS notebook (#18381)
* Add readme file for notebooks
It took me quite some time to find out this workbook opens in Google Colab, so i though it may help someone else to have this visible in the folder aswell.

* Add explicit link to Google Colab for YOLO-NAS
2025-05-24 09:42:32 -06:00
..
README.md Improve documentation for YOLO-NAS notebook (#18381) 2025-05-24 09:42:32 -06:00
YOLO_NAS_Pretrained_Export.ipynb Update yolonas docs (#17736) 2025-04-16 09:01:15 -06:00

Notebooks

YOLO-NAS Pretrained

You can build and download a compatible model with pre-trained weights using Google Colab.

Warning

The pre-trained YOLO-NAS weights from DeciAI are subject to their license and can't be used commercially. For more information, see: https://docs.deci.ai/super-gradients/latest/LICENSE.YOLONAS.html

The input image size in this notebook is set to 320x320. This results in lower CPU usage and faster inference times without impacting performance in most cases due to the way Frigate crops video frames to areas of interest before running detection. The notebook and config can be updated to 640x640 if desired. By default, YOLO_NAS_S is built with YOLO_NAS_M and YOLO_NAS_L sizes also being available for export.