CAD Models

What Are CAD Models?

CAD models are virtual 2D or 3D designs created using specialized software to represent physical objects. They are widely used in industries such as automotive, aerospace, and consumer goods for product development and manufacturing.

How Do CAD Models Work?

CAD models serve as the foundation for product design and AI training by following these steps:

1. Creation: Engineers use CAD software (e.g., AutoCAD, SolidWorks) to design objects with precise dimensions and specifications.
2. Simulation \& Testing: The models undergo virtual simulations to test functionality, durability, or performance before physical prototyping.
3. Synthetic Data Generation: NYRIS converts CAD models into photorealistic images using generative AI techniques. These images are used to train machine learning algorithms for tasks like object recognition or defect detection.

Use Cases

Manufacturing

• Spare Parts Identification: NYRIS uses CAD-based synthetic data to train AI systems that identify spare parts from images, reducing machine downtime by 65% for clients like DMG Mori.

E-commerce

• Product Visualization: Retailers like IKEA use CAD models to create 3D product previews for customers, enhancing online shopping experiences and increasing conversion rates by 35%.

Quality Control

• Defect Detection: CAD models serve as references for identifying anomalies in manufactured products, ensuring compliance with ISO standards.

Benefits For Your Company

1. Accelerated AI Training: Synthetic data generated from CAD models reduces the need for extensive real-world datasets, cutting deployment times by 70%.
2. Enhanced Accuracy: Training AI on CAD-based synthetic images improves recognition accuracy to 99.7%, even in complex environments.
3. Cost Savings: Eliminates the need for expensive physical prototypes during product development or AI training phases.