visual defect inspection under federated learning platform

Division:South/North America

Field:Artificial Intelligence

Project Evaluation:100 Financing Amount:Secret Cede Share:Secret

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Project description

1 Description

VisionX is a global platform that provides both AI technologies and services for enterprise businesses. It all starts with providing state of the art, enhanced visual inspection solutions across the manufacturing industries. VisionX proprietary algorithms automatically detect surface defects of electronic devices, steel, ceramic chips, LED chips, automotive parts, textiles and other products. In addition, we deploy and layer-in decentralized methods to provide the services of AI data collection and annotation, as well as AI talent training.

2 Innovation

Core tech:

1. Cross-industry visual defect dadaset and  DataonomySM   Technology

2. General base model and Transfer Learning

3. Federated Learning allows to generate the best detection model with their own data in client sides.

We have 2 published paper.

Visual Defect Inspection Across Industry

Visual Inspection with Federated Learning

We have three US pending Patents

3 Market & Risk

industry status: fast growth

market size: In China alone there are 60 million quality inspectors, costing companies $350 billion per year.

market share: The number of intelligent lighting inspectors is only about 10000

4 Team & Operation

We have established about one year. We currently have 5 employees and some volunteers. We use Waterfall model.