Semantic segmentation evaluation method

Hello,

I tell you that I generate a model to verify the quality of the fruit through semantic segmentation and segnet in jetson nano, I would like to know how I can evaluate the model made using metrics

Hi,

For semantic segmentation, we use IOU (intersection over union) as the evaluation metric:

But there are some other metrics that can also be used for evaluating a segmentation model.
You can search it for more ideas.

Thanks.

Hi Aastall,

Thanks for the information and do you have any code to run my results and get the intersection over the union?

Regarding the work that I am doing here, I present images that correspond to original and segmented according to the quality of the apple and I only have to obtain the metrics to finish.


Hi,

Unfortunately, we don’t have the source code of the IOU implementation.
Maybe you can search it to see if anyone has shared it.

Thanks.