Csmart-Digit Desktop
Description of Release Features
Release 3.2.1
Subminor Version - To be released
Implementation of Sieve Offset, complementary to the Pixel/cm scale
Implementation of the Weight Management Panel, allowing users to input the weight value
Added a button to switch the error range on and off in the Dashboard and PDF report
New input field to include a company logo in the PDF export section
Implementation of the Peaberry Record Mode
Implementation of Peaberry (Moka) screens in the Dashboard and PDF report
Release 3.2.0
Minor Version - Released on Aug 11, 2025
Implementation of Portuguese and Spanish versions
Implementation of weight estimation based on per-class density maps
Refactored front-end to display either count or weight in all variables
Refactored back-end code for weight estimation and defect calculations
Introduced histogram cosine similarity to detect repeated images
Added SOP warnings for Estimated Weight, Average Entropy, and Equivalent Defects variables
Included average screen size in the Screen Size Distribution plot
Adjusted ceiling-rounding behavior for Equivalent Defects
Refactored Screen Size and Classes Distribution plot
Added Side-by-Side tool to the Blend & Compare section
Added Proportional Blend tool to the Blend & Compare section
Added Blend Aggregation tool to the Blend & Compare section
Added the Color Difference tool to the Blend & Compare section
Release 3.1.5
Subminor Version - Released on Mar 10, 2025
Implementation of Live Analysis tools
Implementation of Browse Analysis tools
Implementation of a new algorithm for object tracking
Inclusion of Max Disappeared variable in Acquisition Settings
Inclusion of the option to select Belt Color
Bug fix for exporting images
Check if .hdf5 exists before proceeding with the recording
Bug fix for resetting default values, allowing for incorporating new fields
Implementation of new algorithms for weight estimation per screen
Release 3.1.4
Subminor Version - Released on Jan 17, 2025
Inclusion of Edit Model functionalities
Bug fix in Dashboard defects calculation
Inclusion of duplicate seeds model
Inclusion of new weight unit in lot information
Release 3.1.3
Subminor Version - Released on Nov 5, 2024
Adjustment in Screen Size Charts when selecting other Screen Size Modes
Release 3.1.2
Subminor Version - Released on Nov 4, 2024
Adjust weight calculations and percentages when the screen distribution includes multiple classes.
Incorporate a "Preview" option in Lot Info / Sample Type.
Release 3.1.1
Minor Version - Released on Oct 17, 2024
Incorporate GPU support.
Upgrade the backend to Python 3.11
Release 3.0.15
Subminor Version - Released on Oct 14, 2024
Include class-specific weights for each screen size.
Adjust the dashboard to display the new method for weight estimation.
Fix the bug when retrieving the grading method where defect values are linked to the top-most threshold.
Release 3.0.14
Subminor Version - Released on Sep 15, 2024
Include an option for disregarded classes.
Fix the error in the Labeled Ranger Slider.
Include a Local Server API connection for future integration.
Release 3.0.13
Subminor Version - Released on Aug 29, 2024
Fix bugs in the Screen Size table and plot.
Include a button to change pixel/cm in existing files before running the analysis.
Update the description displayed when a model is selected.
Release 3.0.12
Subminor Version - Released on Aug 16, 2024
Fix bugs in Combobox item creation.
Remove company and other information from the AI summary.
Fix the bug in index 0 when exporting PDFs in the defects table.
Include Confusion Matrix in the Dashboard.
Include a Model Evaluation section.
Release 3.0.11
Subminor Version - Released on Aug 3, 2024
Fix bugs in the Image Mosaic.
Fix bugs in the Export Raw Data feature.
Include Region Analysis to support multiple processing hardware.
Fix bugs in the Dashboard/Screen Size Distribution related to cumulative percentage.
Release 3.0.10
Subminor Version - Released on Jul 19, 2024
Incorporate multiple image selections in the Image Mosaic.
Incorporate dashboard modifications (estimate distribution, required weight, detailed classification methods).
Adjust the PDF report accordingly.
Adjust the camera ROI for object tracking.
Incorporate the export of false positive and false negative images.
Release 3.0.9
Subminor Version - Released on Jun 17, 2024
Incorporate pixel/cm automatic calibration
Incorporate lens distortion correction map
Release 3.0.8
Subminor Version - Released on May 27, 2024
Timeout for Uploading: Outputs an error when the internet connection does not provide adequate data transfer speed.
New "Contract Type" Field: Complements the contract number variable as a new text/numeric field
New "Import Camera Config" Button in the "Acquisition Settings" screen
Release 3.0.7
Subminor Version - Released on May 7, 2024
Create "Identity" as the output layer, to comply with ensembled models
Release 3.0.6
Subminor Version - Released on May 6, 2024
Adjust the PDF report to address IOC-related updates.
Adjust image export functionality to ensure correct image naming.
Fix the known issue with file uploads.
Release 3.0.5
Subminor Version - Released on Apr 10, 2024
Fix the bug in PDF reports for analyses without grading systems.
Include new fields in PDF reports.
Enable PDF reports in three language options: English, Spanish, and Portuguese.
Release 3.0.4
Subminor Version - Released on Apr 2, 2024
Adjust the PDF report with a reformulated layout.
Remove MTGB.
Add persistence for the last model folder.
Include a labeled increaser option in the Acquisition Settings.
Release 3.0.3
Subminor Version - Released on Mar 19, 2024
Correct the API address.
Include a Classification Methods panel in the Dashboard.
Release 3.0.2
Subminor Version - Released on Feb 25, 2024
Adjusts in PDF Report.
Release 3.0.1
Subminor Version - Released on Feb 16, 2024
Bug Fixes.
Release 3.0.0
Major Version - Released on Feb 08, 2024
Last updated