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46 changes: 22 additions & 24 deletions programming/android/release-notes/android-11.md
Original file line number Diff line number Diff line change
Expand Up @@ -12,42 +12,40 @@ noTitleIndex: true

## 11.2.1000 (10/16/2025)

🎉 **Milestone Release** - This version introduces groundbreaking AI-powered enhancements that significantly improve accuracy and performance across all barcode and MRZ processing scenarios.
### 🎉Milestone Release

### ✨ Key Highlights
Version 11.2.1000 introduces a series of AI-driven improvements designed to enhance barcode detection accuracy, processing speed, and configuration flexibility.

**AI-Powered Detection & Decoding**
This release focuses on practical performance gains for production environments across retail, logistics, and manufacturing workflows.

- 🧠 **First-to-Market AI Localization**: Revolutionary `OneDLocalization` and `DataMatrixQRCodeLocalization` neural network models for superior detection of **blurred/low-resolution 1D codes** and **DataMatrix/QR codes with missing or damaged finder patterns**.
- ⚡ **Specialized Decoders**: Cutting-edge `EAN13Decoder` and `Code128Decoder` models deliver unprecedented accuracy for **blurred and long-distance** scenarios.
- 🔍 **Enhanced Clarity Processing**: Completely redesigned `OneDDeblur` model with superior **motion blur and focus blur** recovery algorithms.
- 🎯 **Flexible Model Configuration**: Advanced [`ModelNameArray`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#mode-arguments) parameter enables on-demand model loading and precise selection for specific barcode scenarios.
### ✨ Key Highlights

**Precision Control**
#### AI-Powered Barcode Detection and Decoding

- ⚙️ **Granular Deblur Methods**: Fine-tuned [`DM_DEEP_ANALYSIS`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#dm_deep_analysis) with specialized method control - `OneDGeneral`, `TwoDGeneral`, and `EAN13Enhanced` for targeted optimization.
- 🎯 **Smart Barcode Counting**: New [`ExpectedBarcodesCount`]({{ site.dcvb_parameters_reference }}barcode-format-specification/expected-barcodes-count.html) parameter enables **format-specific quantity control** and **early termination optimization** for known-quantity scenarios.
- 🔍 **Advanced Region Detection**: New [`RPM_GRAY_CONSISTENCY`]({{ site.dcvb_parameters_reference }}image-parameter/region-predetection-modes.html#rpm_gray_consistency) mode enables precise region detection based on **grayscale uniformity** and **local consistency** for document and label processing.
- New Localization Models – Introduces [`OneDLocalization`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/localization-modes.html#modelnamearray) and [`DataMatrixQRCodeLocalization`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/localization-modes.html#modelnamearray) neural network models for improved detection of **blurred / low-resolution 1D codes**, or **partially damaged DataMatrix/QR codes**.
- Specialized Decoders – Adds [`EAN13Decoder`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#modelnamearray) and [`Code128Decoder`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#modelnamearray) models optimized for **long-distance** and **motion-blurred** decoding scenarios.
- Redesigned Deblur Model – The [`OneDDeblur`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#modelnamearray) model now provides more effective recovery from **motion and focus blur**.
- Configurable Model Selection – The new `ModelNameArray` parameter supports flexible model loading and fine-grained control for specific barcode types.

### 💡 What This Means for You
#### Precision and Processing Control

**For Challenging Barcode Scenarios**
- Enhanced Deblur Methods – [`DM_DEEP_ANALYSIS`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#dm_deep_analysis) now includes sub-level control with `OneDGeneral`, `TwoDGeneral`, and `EAN13Enhanced` options.
- Barcode Count Expectation – The new [`ExpectedBarcodesCount`]({{ site.dcvb_parameters_reference }}barcode-format-specification/expected-barcodes-count.html) parameter enables **format-specific quantity control** and **early termination** in fixed-count workflows.
- Improved Region Detection – The new [`RPM_GRAY_CONSISTENCY`]({{ site.dcvb_parameters_reference }}image-parameter/region-predetection-modes.html#rpm_gray_consistency) mode provides more precise region extraction based on **grayscale uniformity** and **local consistency** for document and label processing.

- **Blurred conditions**: 26.5% better read rates with 44% faster processing - ideal for handheld scanning and moving objects.
- **Extended distance capability**: Breakthrough support for reading distances beyond 75cm - revolutionizing warehouse automation and high-shelf scanning.
- **Damaged 2D codes**: Enhanced detection of DataMatrix and QR codes with missing or damaged finder patterns - perfect for manufacturing and logistics applications.
### Performance Highlights

**For Enterprise Integration**
#### Barcode Workflows

- **Retail environments**: Enhanced performance for blurred handheld scanning and long-distance shelf reading.
- **Logistics & shipping**: Improved recognition for package tracking with better blur and long-distance scanning capabilities.
- **Manufacturing QC**: Improved 2D code reading on printed/etched parts with wear damage.
- Up to **26.5%** higher read rates under blur conditions with as much as **44%** faster processing.
- Reliable decoding of DataMatrix and QR codes with missing or damaged finder patterns.
- Extended operational range beyond 75 cm for long-distance barcode scanning.

**For Developers**
### Developer Notes

- **Backward Compatible**: Seamless upgrade with existing code and easy migration path.
- **Flexible Configuration**: Extensive parameter customization for specific use cases and comprehensive model configuration options.
- **Enterprise Ready**: Battle-tested stability for production environments.
- Backward Compatibility – Fully compatible with existing integrations; no code-level changes required for upgrade.
- Configuration Flexibility – Expanded parameter set allows comprehensive model configuration for scenario-specific tuning.
- Production Stability – All new models validated in enterprise environments.

### New

Expand Down
46 changes: 22 additions & 24 deletions programming/objectivec-swift/release-notes/ios-11.md
Original file line number Diff line number Diff line change
Expand Up @@ -12,42 +12,40 @@ noTitleIndex: true

## 11.2.1000 (10/16/2025)

🎉 **Milestone Release** - This version introduces groundbreaking AI-powered enhancements that significantly improve accuracy and performance across all barcode and MRZ processing scenarios.
### 🎉Milestone Release

### ✨ Key Highlights
Version 11.2.1000 introduces a series of AI-driven improvements designed to enhance barcode detection accuracy, processing speed, and configuration flexibility.

**AI-Powered Detection & Decoding**
This release focuses on practical performance gains for production environments across retail, logistics, and manufacturing workflows.

- 🧠 **First-to-Market AI Localization**: Revolutionary `OneDLocalization` and `DataMatrixQRCodeLocalization` neural network models for superior detection of **blurred/low-resolution 1D codes** and **DataMatrix/QR codes with missing or damaged finder patterns**.
- ⚡ **Specialized Decoders**: Cutting-edge `EAN13Decoder` and `Code128Decoder` models deliver unprecedented accuracy for **blurred and long-distance** scenarios.
- 🔍 **Enhanced Clarity Processing**: Completely redesigned `OneDDeblur` model with superior **motion blur and focus blur** recovery algorithms.
- 🎯 **Flexible Model Configuration**: Advanced [`ModelNameArray`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#mode-arguments) parameter enables on-demand model loading and precise selection for specific barcode scenarios.
### ✨ Key Highlights

**Precision Control**
#### AI-Powered Barcode Detection and Decoding

- ⚙️ **Granular Deblur Methods**: Fine-tuned [`DM_DEEP_ANALYSIS`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#dm_deep_analysis) with specialized method control - `OneDGeneral`, `TwoDGeneral`, and `EAN13Enhanced` for targeted optimization.
- 🎯 **Smart Barcode Counting**: New [`ExpectedBarcodesCount`]({{ site.dcvb_parameters_reference }}barcode-format-specification/expected-barcodes-count.html) parameter enables **format-specific quantity control** and **early termination optimization** for known-quantity scenarios.
- 🔍 **Advanced Region Detection**: New [`RPM_GRAY_CONSISTENCY`]({{ site.dcvb_parameters_reference }}image-parameter/region-predetection-modes.html#rpm_gray_consistency) mode enables precise region detection based on **grayscale uniformity** and **local consistency** for document and label processing.
- New Localization Models – Introduces [`OneDLocalization`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/localization-modes.html#modelnamearray) and [`DataMatrixQRCodeLocalization`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/localization-modes.html#modelnamearray) neural network models for improved detection of **blurred / low-resolution 1D codes**, or **partially damaged DataMatrix/QR codes**.
- Specialized Decoders – Adds [`EAN13Decoder`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#modelnamearray) and [`Code128Decoder`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#modelnamearray) models optimized for **long-distance** and **motion-blurred** decoding scenarios.
- Redesigned Deblur Model – The [`OneDDeblur`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#modelnamearray) model now provides more effective recovery from **motion and focus blur**.
- Configurable Model Selection – The new `ModelNameArray` parameter supports flexible model loading and fine-grained control for specific barcode types.

### 💡 What This Means for You
#### Precision and Processing Control

**For Challenging Barcode Scenarios**
- Enhanced Deblur Methods – [`DM_DEEP_ANALYSIS`]({{ site.dcvb_parameters_reference }}barcode-reader-task-settings/deblur-modes.html#dm_deep_analysis) now includes sub-level control with `OneDGeneral`, `TwoDGeneral`, and `EAN13Enhanced` options.
- Barcode Count Expectation – The new [`ExpectedBarcodesCount`]({{ site.dcvb_parameters_reference }}barcode-format-specification/expected-barcodes-count.html) parameter enables **format-specific quantity control** and **early termination** in fixed-count workflows.
- Improved Region Detection – The new [`RPM_GRAY_CONSISTENCY`]({{ site.dcvb_parameters_reference }}image-parameter/region-predetection-modes.html#rpm_gray_consistency) mode provides more precise region extraction based on **grayscale uniformity** and **local consistency** for document and label processing.

- **Blurred conditions**: 26.5% better read rates with 44% faster processing - ideal for handheld scanning and moving objects.
- **Extended distance capability**: Breakthrough support for reading distances beyond 75cm - revolutionizing warehouse automation and high-shelf scanning.
- **Damaged 2D codes**: Enhanced detection of DataMatrix and QR codes with missing or damaged finder patterns - perfect for manufacturing and logistics applications.
### Performance Highlights

**For Enterprise Integration**
#### Barcode Workflows

- **Retail environments**: Enhanced performance for blurred handheld scanning and long-distance shelf reading.
- **Logistics & shipping**: Improved recognition for package tracking with better blur and long-distance scanning capabilities.
- **Manufacturing QC**: Improved 2D code reading on printed/etched parts with wear damage.
- Up to **26.5%** higher read rates under blur conditions with as much as **44%** faster processing.
- Reliable decoding of DataMatrix and QR codes with missing or damaged finder patterns.
- Extended operational range beyond 75 cm for long-distance barcode scanning.

**For Developers**
### Developer Notes

- **Backward Compatible**: Seamless upgrade with existing code and easy migration path.
- **Flexible Configuration**: Extensive parameter customization for specific use cases and comprehensive model configuration options.
- **Enterprise Ready**: Battle-tested stability for production environments.
- Backward Compatibility – Fully compatible with existing integrations; no code-level changes required for upgrade.
- Configuration Flexibility – Expanded parameter set allows comprehensive model configuration for scenario-specific tuning.
- Production Stability – All new models validated in enterprise environments.

### New

Expand Down