Device Detection Updates:
- Update device series detection to use product_id mapping (0x100 -> KL520, 0x720 -> KL720)
- Handle JSON dict format from kp.core.scan_devices() properly
- Extract usb_port_id correctly from device descriptors
- Support multiple device descriptor formats (dict, list, object)
- Enhanced debug output shows Product ID for verification
Pipeline Deployment Fixes:
- Remove invalid preprocessor/postprocessor parameters from MultiDongle constructor
- Add max_queue_size parameter support to MultiDongle
- Fix pipeline stage initialization to match MultiDongle constructor
- Add auto_detect parameter support for pipeline stages
- Store stage processors as instance variables for future use
Example Updates:
- Update device_detection_example.py to show Product ID in output
- Enhanced error handling and format detection
Resolves pipeline deployment error: "MultiDongle.__init__() got an unexpected keyword argument 'preprocessor'"
Now properly handles real device descriptors with correct product_id to series mapping.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Replace simulated dongle detection with actual kp.core.scan_devices()
- Display real device series (KL520, KL720, etc.) and port IDs in UI
- Add device information management methods (get_detected_devices, refresh_dongle_detection, etc.)
- Enhanced performance estimation based on actual detected devices
- Add device-specific optimization suggestions and warnings
- Fallback to simulation mode if device scanning fails
- Store detected device info for use throughout the application
The Dashboard now shows real Kneron device information when "Detect Dongles" is clicked,
displaying format: "KL520 Dongle - Port 28" with total device count.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add scan_devices() method using kp.core.scan_devices() for device discovery
- Add connect_auto_detected_devices() for automatic device connection
- Add device series detection (KL520, KL720, KL630, KL730, KL540, etc.)
- Add auto_detect parameter to MultiDongle constructor
- Add get_device_info() and print_device_info() methods to display port IDs and series
- Update connection logic to use kp.core.connect_devices() per official docs
- Add device_detection_example.py with usage examples
- Maintain backward compatibility with manual port specification
Features display dongle series and port ID as requested for better device management.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add DataProcessor abstract base class with process method
- Add PostProcessor class for handling inference output data
- Fix PreProcessor inheritance from DataProcessor
- Resolves "name 'DataProcessor' is not defined" error during pipeline deployment
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
• Comment out pipeline editor to resolve import conflicts
• Update test.mflow with new node IDs and preprocess node
• Add new deployment screenshot
• Remove old screenshot file
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Major Features:
• Complete deployment dialog system with validation and dongle management
• Enhanced dashboard with deploy button and validation checks
• Comprehensive deployment test suite and demo scripts
• Pipeline validation for model paths, firmware, and port configurations
• Real-time deployment status tracking and error handling
Technical Improvements:
• Node property validation for deployment readiness
• File existence checks for models and firmware files
• Port ID validation and format checking
• Integration between UI components and core deployment functions
• Comprehensive error messaging and user feedback
New Components:
• DeploymentDialog with advanced configuration options
• Pipeline deployment validation system
• Test deployment scripts with various scenarios
• Enhanced dashboard UI with deployment workflow
• Screenshot updates reflecting new deployment features
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
