Questions about the produced masks

[imneonizer]

• Does it output instance segmentation masks?
• Can we use the trained weights with automatic mask generator?

My goal is to do field delineation, I already got success with default weights using computer vision post processing, but I wanted to improve it further, training sam on domain data seems like a perfect solution to me. Only issue is it segments everything including roads water bodies etc, I want it to focus only on the fields.

Single produced mask on a 1024x1024 window:

Produced masks interpolated over a large area:

Converted to boundaries:

[ArminMoghimi]

• Does it output instance segmentation masks?
• Can we use the trained weights with automatic mask generator?

My goal is to do field delineation, I already got success with default weights using computer vision post processing, but I wanted to improve it further, training sam on domain data seems like a perfect solution to me. Only issue is it segments everything including roads water bodies etc, I want it to focus only on the fields.

Single produced mask on a 1024x1024 window:

Produced masks interpolated over a large area:

Converted to boundaries:

This can be extended to instance segmentation. We use this for water segmentation from the background, and it can be. Please try to use this fine-tuning for more than one class. The results you provided are already good, as well.