Version 3.2.4

Subminor Version - Released on Oct 07, 2025

1. Grading Method Strategies

Csmart now supports percentage-based grading methods commonly used in Vietnam’s Robusta protocols, allowing distributions and defect evaluations to follow percentage-driven criteria instead of point-based systems.

• Navigate to "Edit Model" in the side menu and select the desired AI model.

• Scroll down to the "Grading Methods" panel.

• Use the new "Strategy" switch (1) to define whether each grading method will follow a point-based or a percentage-based approach.

1.1 Classes Factor

• When editing the Method, each class now displays a “Factor (%)” instead of equivalent defects. This factor is applied directly to the class weight in percentage-based grading.

• To update the factor, simply type the "Base" value and the "Target" value (2), and the system will compute the final ratio as Target / Base.

1.2 Method Groups

• It is also possible to create groups based on factored classes and screen sizes.

• This is particularly useful when the goal is to obtain scored weights for specific class groups, whether size-based or not.

• To create groups, click on "Add New Group", type the Group Name, enter the class indexes separated by commas, and select the screen-size rule if needed (3).

• Click "Save" after each change to store the information in the selected model.

1.3 Score Labels

• The final section is "Score Labels", which defines the maximum allowed percentage of defects after applying the previously configured class factors.

• To create a new label, click on "Create Label" and enter the "Max Allowed %" along with the corresponding "Score Label" (4) for each new row.