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description: Description of Release Features
---

# Csmart-Digit Desktop

### 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**
