SegMate v0.3.1

Bug fix:

• Updated default value for point prompts updated in encode_input function
• Fix the prompt dimension error in finetune function
• Updated BIS dataset box prompt shape

SegMate v0.3.0

SAM prompt tuning:

• Added example showcasing how to perform prompt tuning on satellite images using SegMate
• Added functions in SAM class and updated util functions to support prompt tuning
• Updated fine-tuning code to be more generalized and support different prompt types

SegMate v0.2.0

Restructured functions and classes:

• The SegMate class is now split into Segmented parent class and SAM child class, and object detector is no longer a class attribute
• Moved all non-model related functions to utils
• Removed some unused functions
• Updated some utils functions for more flexibility
• Added deforestation demo, and example training a custom decoder to auto-segment specific objects
• Added support for mask prompt

SegMate v0.1.0

First release of the SegMate package, main features include:

• Easy inference of SAM model with point prompts, box prompts, or auto-segmentation
• Added text prompt segmentation capability for SAM with the support of GroundingDINO
• Fine-tuning function from the provided BIS dataset