Deep learning software package Rosepetal

image-processingconnectivityimage analysis

Overview
Rosepetal is a machine vision software suite based on supervised deep learning with convolutional neural networks (CNN). It provides high-precision automated quality control and defect detection, with a user-friendly UI, cloud training platform and options for edge or cloud inference.

Key features

• User-friendly UI and cloud platform for neural network training.
• No-Code tools for image preprocessing, prediction pipelines and logical post-processing.
• Connectors and APIs for device and application integration and regulatory traceability.
• Compatibility with any camera and adaptability to lighting, format and color variations.

Applications

• Defect detection on organic products (fruit, vegetables) and other food items.
• Inspection of PCBs and cables.
• High-accuracy OCR for text extraction.
• Product classification by size, color, shape or other visual features.

Typical problems addressed

• Limitations of traditional vision algorithms on irregular objects, variable lighting and complex textures.
• Slow, laborious manual inspection workflows and low efficiency of conventional methods.
• Need for robust automation to improve detection rates, traceability and consistency.

Solution capabilities

• Rapid development of automated inspection solutions without requiring deep ML expertise or complex hardware.
• Cloud-based end-user model training with deployment to edge (local) or cloud inference.
• High adaptability to product variation and diverse image acquisition setups.

Business model & services

• Software licences.
• Customization and integration services.
• Training and technical support.
• Maintenance and strategic partnerships.

Technical specifications

• Product: Rosepetal machine vision software suite.
• Technology: Supervised deep learning with convolutional neural networks (CNN).
• Deployment: Edge and cloud inference supported.
• UI: Cloud platform with No-Code tools for image workflows.
• Integration: Connectors and APIs for interoperability.
• Tasks: Defect detection, OCR, classification, PCB and cable inspection.
• Camera compatibility: Works with standard industrial cameras.