Image-processing software package GPT 2.0

automationimage analysisvisual inspection

Product overview
The Industry-GPT 2.0 is a multimodal industrial AI model pretrained on extensive text and image corpora. It provides an Agent function that integrates with SMore ViMo to automate model selection, training and deployment through conversational workflows, and a Multi-Modal Conversation capability that supports image description and generation.

ViMo Agent (driverless industrial vision inspection)
ViMo Agent uses Industry-GPT's multimodal reasoning to analyze visual defects, propose algorithmic solutions and tune parameters dynamically based on user-defined criteria. Integration with the SMore ViMo platform enables end-to-end vision inspection workflows without requiring specialist algorithm engineers.

Application cases and scenarios

• Scenario 1: Automated defect analysis and algorithm creation — ViMo Agent inspects images, identifies defect types and generates corresponding algorithmic solutions and model recommendations. Example: consumer electronics inspection of USB ports for scratches or misalignments, where image context and visual cues are used to build tailored inspection algorithms.
• Scenario 2: Dynamic algorithm parameter tuning — ViMo Agent iteratively adjusts algorithm parameters according to detection metrics, hardware constraints and cycle-time targets. Example: automotive parts inspection where target detection rates and throughput requirements drive real-time parameter optimization.

Benefits

• Automates model selection, training and deployment workflows.
• Supports multimodal interactions (text and images), including image description and generation.
• Reduces reliance on dedicated algorithm specialists for deployment and integration.
• Enables faster implementation of intelligent applications across production environments.
• Provides dynamic, real-time optimization of inspection algorithms and parameters.

Technical specifications

• Commercial name / model: Industry-GPT 2.0
• Multimodality: Trained on both text and image corpora
• Primary functions: Agent function (automation of model selection and training), Multi-Modal Conversation (image description and generation), complex task execution and automation
• Integration: Works with SMore ViMo platform for vision inspection and algorithm generation
• Use cases: Consumer electronics inspection, automotive parts inspection, general industrial inspection and deployment scenarios
• Deployment advantages: Rapid model training, software integration and production-line deployment without dedicated algorithm experts