AI detection of bottle induction seal defects

DeepInspect® – Computer vision bottle sealing inspection software

AI-powered bottle sealing inspection using DeepInspect® delivers unmatched sealing accuracy, integrity, and high repeatability across FMCG, pharma, food, and beverage lines — a capability traditional rule-based vision systems consistently lack. DeepInspect® combines deep learning with thermal cameras to analyse heat profiles and sealing temperature distribution, detecting weak seals, over-sealing, misaligned induction seals, missing foil liners, wrinkled foils, and micro-leak-causing pinholes in real time.

Unlike rule-based systems that struggle with variability, low accuracy, and high false positives, DeepInspect® offers automated defect classification, minimal data requirement, and reliable induction seal inspection even across changing products, shifts, and line conditions. Its AI vision engine verifies foil bonding, sealing uniformity, torque-related sealing issues, and cap-to-bottle consistency at high speeds.

Seamlessly integrating with any bottling line, DeepInspect® provides continuous monitoring, real-time alerts, and 360° AI sealing verification — enabling manufacturers to eliminate sealing failures early and achieve true zero-defect bottle sealing at scale.

Foil seal inspection

USECASE

Defects Detected by DeepInspect®

DeepInspect® detects all defects, such as

Computer vision sealing verification & defect detection

Wad Defects

Automatic induction sealing inspection system

Non-Uniform Sealing

Vision system for induction sealing quality

Overheat Sealing

Seal uniformity inspection for bottles

Underheat Sealing

AI visual inspection for induction sealing

Automated bottle sealing quality inspection for Pharma & FMCG manufacturers

seal

Say no to rule-based systems.

High-speed inspection system for weak heat seal defects. High repeatability

Why DeepInspect®

99.5% Inspection Accuracy: DeepInspect® delivers consistent, high-speed inspection accuracy of 99.5%, setting new benchmarks for reliability in automated quality control

Less Than 200 Good Images for Model Training: DeepInspect® requires fewer than 200 good images to learn, adapt, and begin accurate inspection with minimal setup effort

Model Training in Under 45 Minutes: DeepInspect® enables model creation and fine-tuning in under 45 minutes, reducing downtime and maximizing productivity

Line Trial in One Day: A complete line trial can be conducted at your plant within a single day

1000+PPM: High-speed inspection, detecting 1000+ parts per minute

Zero-defect induction sealing AI with 99.5% accuracy

Air entrapment defect in tube seals

Our Customers

Trusted by the world’s leading manufacturers to power zero-defect production

A Power packed solution

for all your sealing quality inspection requirements

Interested in AI sealing inspection for FMCG bottles?

Book a free demo!

Inquiry Form

    What is AI-powered induction sealing inspection?

    It is an automated, non-contact system that uses AI and thermal imaging to verify bottle sealing quality, detect sealing defects, and ensure zero-defect packaging.

    How does DeepInspect® inspect induction seals?

    DeepInspect® combines AI vision with thermal cameras to analyze heat patterns, foil bonding, and sealing uniformity in real time.

    What sealing defects can DeepInspect® detect?

    Weak seals, over-sealing, misaligned foils, missing wads, partial seals, wrinkled foils, and micro-leaks.

    Why is DeepInspect® better than rule-based vision systems?

    Rule-based systems lack repeatability and accuracy. DeepInspect® offers high repeatability, 99.5%+ accuracy, and low data requirements.

    Can DeepInspect® replace manual inspection for tube quality?

    Yes. DeepInspect® removes human subjectivity by providing consistent, 24/7 automated inspection with far better repeatability, ensuring no sealing, surface, or print defect reaches the market.

    Can DeepInspect® detect heat-related sealing issues?

    Yes — it identifies overheating, under-sealing, uneven heat distribution, and burnt foil defects.

    Does DeepInspect® work on high-speed bottling lines?

    Absolutely. It supports high-speed, high-volume induction sealing inspection across FMCG, pharma, and beverage lines.

    How long does it take to train a model with DeepInspect®?

    Model training is completed in less than 45 minutes, allowing rapid deployment of vision inspection

    Can it detect missing or misplaced wads and liners?

    Yes, DeepInspect® detects wad missing, wad misalignment, foil delamination, and improper liner placement instantly.

    What benefits do manufacturers get from DeepInspect®?

    Zero-defect sealing, reduced rejections, improved process control, real-time alerts, and superior packaging reliability.