Smart Vision-Based Quality Inspection System
Budget: ₹1,500 – ₹12,500 INR
I'm looking for a skilled professional to develop a smart, vision-based quality test system that can automatically inspect products for defects, check quantities, and verify other quality attributes. Please see the attached document for a more detailed problem statement.
Image Acquisition: High-resolution cameras capture images with controlled lighting.
Image Preprocessing: Normalize, filter, and segment images to prepare for analysis.
Feature Extraction: Detect and analyze features like text, shapes, and colors to identify defects.
Classification and Decision-Making: Use machine learning models to classify products and make decisions based on the analysis.
Output and Feedback: Provide real-time feedback for quality control.
Integration: Connect with existing systems for automated handling and data logging.
The ideal candidate should have:
- Extensive experience in developing quality inspection systems.
- Proficiency in machine vision and AI technologies.
- Strong problem-solving skills and attention to detail.
Image Acquisition: High-resolution cameras capture images with controlled lighting.
Image Preprocessing: Normalize, filter, and segment images to prepare for analysis.
Feature Extraction: Detect and analyze features like text, shapes, and colors to identify defects.
Classification and Decision-Making: Use machine learning models to classify products and make decisions based on the analysis.
Output and Feedback: Provide real-time feedback for quality control.
Integration: Connect with existing systems for automated handling and data logging.
The ideal candidate should have:
- Extensive experience in developing quality inspection systems.
- Proficiency in machine vision and AI technologies.
- Strong problem-solving skills and attention to detail.