Download Public Models#
This page provides instructions on how to use the samples/download_public_models.sh script to download
Deeplabv3 models.
The script downloads the models from the respective sources, handles the necessary conversions, and places the model files in a directory specified by the MODELS_PATH environment variable.
Link to check supported models
Example for downloading YOLOv11s model:
export MODELS_PATH=/path/to/models
./samples/download_public_models.sh yolo11s
Quantization#
You can perform INT8 quantization on some of the models by specifying a second parameter with a dataset to be used for the quantization process.
./samples/download_public_models.sh yolo11s coco128
Currently available datasets are coco
and coco128
.
Note
coco
is a very large dataset of over 20GB and containing more than a 100,000 images. Quantization on this dataset can take a very long time. For development purposes, it is recommended to use coco128
instead which is much lighter.
Models which currently support quantization are:
YOLOv5: nu, su, mu, lu, xu, n6u, s6u, m6u, l6u, x6u
YOLOv8: n, s, m, l, x
YOLOV9: t, s, m, c, e
YOLOv10: n, s, m, b, l, x
YOLOv11: n, s, m, l, x