AI-Enabled
Inspection System
The AI Enabled Visual Inspection System utilizes state-of-the-art AI algorithms for defect detection using computer vision. It accurately identifies and assesses component defects, significantly enhancing quality control with high precision and efficiency. This technology reduces inspection time and improves product reliability in manufacturing environments.
How it works
A comprehensive AI-powered defect detection system for manufacturing, leveraging advanced computer vision and edge device deployment to ensure high accuracy and efficiency. It integrates seamlessly into various environments and continuously improves through feedback.
Image Acquisition
Capture high-resolution images of components using industrial cameras or sensors to cover all angles.
Preprocessing
Enhance image quality and remove noise to optimize data for accurate predictions.
Object Detection
Utilize AI algorithms, such as convolutional neural networks, to detect defects in components.
Classification and Decision Making
Identify defect types and severity to decide on appropriate actions like rejection or repair.
Reporting
Generate detailed reports on inspection results and identified defects for quality assurance.
Feedback Loop
Refine AI models continuously with feedback to improve detection accuracy and efficiency.
Classification and Decision Making
Identify defect types and severity to decide on appropriate actions like rejection or repair.
Reporting
Generate detailed reports on inspection results and identified defects for quality assurance.
Feedback Loop
Refine AI models continuously with feedback to improve detection accuracy and efficiency.
Key features
Advanced Object Detection: Precisely identifies defects using AI.
High Accuracy and Precision: Ensures consistent quality.
Efficiency: Supports rapid real-time processing.
Versatility and Integration: Adapts to various environments.
Continuous Improvement: Evolves through ongoing feedback.
Edge devices enable decentralization.
Easily expands for growing needs.
User-Friendly Interface: Dashboard for managing inspections.
Tech Stack
- Python
- Computer Vision
- PyTorch
- Image Processing
- Edge Devices
- React
- Qt
- TensorFlow
- Embedded Systems
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Maharashtra
info@syncthreads.in
+91 738 733 3297
