Inquiry Open-Source License & Dataset of road-segmentation-adas-0001

[watermelon]

I’d like to confirm two points:

1. Does the road-segmentation-adas-0001 model comply with an open-source license? Is secondary development, modification, and commercial distribution permitted?
2. Is its training dataset publicly available? 

Thank you for your response.

[Zulkifli_Intel]

Hi watermelon,

Thank you for reaching out to us.

The road-segmentation-adas-0001 is free to use, but the non-IR (native) model is not publicly available. You may refer to LICENSE for Apache 2.0 terms when using, modifying, or redistributing.

Regarding the trained dataset, it is not explicitly specified which dataset was used to train the model. There are plenty of public datasets that are available for semantic segmentation models, such as the Cityscapes Dataset.

Regards,

Zul

[watermelon]

Thank you very much for your previous reply. I have another question, are there specific requirements for input images? For example:

Must the image dimensions (e.g., 896 × 512) be fixed?

Is there any requirement for resolution, or is pixel size sufficient?

Are there any other format or preprocessing constraints?

[Zulkifli_Intel]

Hi watermelon,

If you can retrain the Intel pretrained models, this is quite impossible, as the original models are not publicly provided, and the available models are distributed in IR format (.bin and .xml). Therefore, such a model cannot be used for retraining purposes.

I suggest you search for publicly available segmentation-network implementations that are similar to road-segmentation-adas-0001 for retraining.

Regards,

Zul

[watermelon]

Thanks for the explanation.