Hubble: AI-Based Quality Inspection Solution for Manufacturing

Overview

Hubble is an advanced AI-powered solution designed specifically for automated inspection processes in manufacturing. By integrating with product design drawings, it enables ultra-precise defect detection. Hubble generates high-performance inspection models with minimal image data (20–100 images) and can be deployed within two weeks. The solution also offers ongoing technical support to maintain optimal performance.

Key Features

Software:

• Powered by a deep learning-based Hubble engine, it allows users to develop various quality inspection AI models without requiring specialized knowledge.
• Customizable solutions tailored to specific client needs.

Hardware:

• Turnkey services include inference and training workstations, as well as machine vision inspection equipment.

Applications:

• Ideal for manufacturers aiming to overcome the limitations of conventional inspection methods, achieve full automation, reduce over-inspection rates, diversify inspection criteria, and minimize undetected defects.

Hubble Engine

Supports various inspection model types, including Classification, Object Detection, Segmentation, and Keypoint Detection.

Features a one-click auto-labeling tool for fast and accurate data labeling.

Utilizes the latest AI models, capable of generating high-performance models with as few as 25 images.

Hubble Runtime

Integrates with product design drawings to precisely identify defect locations.

Applies customized defect classification criteria to automate pass/fail decisions.

Delivers detailed inspection results with real-time statistics, such as defect occurrence rates relative to total inspection volume.

Success Stories

Enhanced PCB Inspection Process:

Implemented an AI-based pass/fail system incorporating ODB information with specific defect classification criteria.

Significantly improved efficiency in final PCB inspections.

Cost Reduction in Micro-LED Manufacturing:

Leveraged vision AI to reduce defect-related costs by 12%.

Achieved annual savings of $230,000 by eliminating manual visual inspection.

Why Hubble?

Hubble addresses the diverse demands of inspection automation in the manufacturing sector. With rapid deployment, sustained performance, and the ability to enhance production efficiency and quality, it provides unparalleled value for manufacturers seeking to revolutionize their quality control processes.