← Cases
IndiaManufacturing2022 – ongoing

TVS Motor

Vision AI inspection during export packing

TVS Motor cut new-part vision-model training from a week to less than a day

WorkingCompany's own claimOfficial ↗

Problem

Similar-looking parts made export-kit packing difficult to check manually. Missing or incorrect parts could remain undiscovered until assembly overseas.

Approach

TVS Motor developed vision inspection using YOLO and FRCNN object-detection algorithms. It integrated inspection with its manufacturing execution system and conveyor controls. A wrong-part detection stopped the conveyor for an operator to correct the packing.

Results

less than a daynew-part model training time, down from a week, per TVS MotorCompany's own claim[1]

Takeaway

Inspection results directly controlled the packing line, with operators resolving detected errors.

Categories

Business function
Production and quality
Innovation type
Process innovation
AI technology
Computer vision
Evidence
Company's own claim

Sources

  1. Case study – Vision AI for quality enhancement in packing
    TVS Motor11 Mar 2022Company publication

Source summaries

[1]TVS Motor11 Mar 2022

TVS Motor described deployed vision inspection connected to packing-line controls. It reported reducing new-part model training from a week to less than a day.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
Open case page ↗