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Trinethram
Industrial Machine Vision
End‑to‑End VisionFactory‑Ready

Industrial Machine Vision Systems designed, integrated & supported

From camera and optics to lighting, software, PLC/robot integration, and onsite commissioning—Trinethram delivers complete inspection, measurement, and guidance systems for modern factories.

  • check2D/3D inspection & metrology
  • checkDeep‑learning defect detection
  • checkHigh‑speed line integration
  • check24×7 support & AMC
Inline machine vision cell render

Solutions

Modular offerings that scale from proof‑of‑concept to multi‑line deployments. Choose a package or let us tailor a cell to your cycle time and quality goals.

Surface defect inspection

Surface & Cosmetic Inspection

Detect scratches, dents, stains, and coating defects with controlled lighting and DL classifiers.

Dimensional gauging

Dimensional Gauging

Sub‑pixel edge tools, telecentric optics, and calibration for micron‑level measurements.

OCR and code reading

OCR / Code Reading

Robust decoding of DPM, 1D/2D barcodes, and engraved/laser‑marked text.

3D guidance

3D Guidance & Pick‑and‑Place

Stereo/ToF/structured‑light sensors for bin‑picking and robot guidance.

Assembly verification

Assembly Verification

Presence/absence, variant check, and torque/position correlation with PLC signals.

AI defect detection

AI‑Driven Defect Detection

Data pipelines and model lifecycle for low‑shot learning and new‑defect discovery.

Industries Served

Automotive, electronics, packaging, FMCG, pharma*, foundry, metals, and logistics.

Automotive
Automotive
Trim inspection, connector pin count, gasket presence, weld bead profiling.
Electronics
Electronics
Solder joint quality, component polarity, PCB AOI, serial number OCR.
Packaging
Packaging
Label/print verification, seal integrity, fill‑level and cap‑on checks.
Metals
Metals & Foundry
Surface defects on billets, ingots, castings; dimension and flatness.

*Pharma projects are executed with validated processes and data integrity controls.

Hardware Stack

Best‑fit components engineered for your cycle time, resolution, and environment.

Industrial cameras
Industrial Cameras
GigE/USB3, line‑scan, area‑scan, mono/RGB/NIR; global/rolling shutter.
Optics
Optics
C/CS‑mount, telecentric, macro; DOF and distortion‑aware selections.
Lighting
Lighting
Bar/ring/dome/coaxial; strobe controllers for high‑speed shots.
Mounts & enclosures
Mounts & Enclosures
IP‑rated housings, adjustable fixtures, anti‑vibration stands.

Software & Integration

Toolchains built for reliability on the shop floor with PLCs, robots, and MES.

Inspection tools
Inspection Toolkit
Blob/edge, circle/line fit, template match, perspective calibration, SPC logging.
AI
AI Vision
Classification, detection, segmentation; dataset curation and retraining flows.
Connectivity
Connectivity
OPC UA/Modbus/TCP, Profinet/EtherNet‑IP, robot SDKs, REST and MQTT.
UI HMI
Operator UI & HMI
Touch‑friendly dashboards, recipe switching, analytics, alarms & reports.

Services

Consulting & Feasibility

Onsite lighting studies, sample trials, and cycle‑time sizing with a clear ROI plan.

Turnkey Integration

Mechanical fixtures, electricals, PLC/robot programming, FAT/SAT, and handover.

Support & AMC

Spare strategy, remote diagnostics, retraining, and periodic performance audits.

Case Studies

Packaging case
Beverage | 400 ppm

Cap & Seal Verification

Reduced false rejects by 72% with coaxial lighting and tailored segmentation.

Automotive case
Automotive | 18 s CT

Connector Pin Inspection

Deployed line‑scan camera with strobe—100% coverage at takt.

Electronics case
Electronics | AOI

Silkscreen & Polarity Check

Template+OCR hybrid reduced escape rate to <50 ppm.

Ready to build your next vision cell?

Share a video or sample parts, and we’ll propose the optics, lighting, and algorithms that fit.

Contact

Email us your use‑case and a short clip of the process if possible.

  • emailcontact@trinethram.in
  • addressInnov8 Vasavi Sky City, SY NO.17, Municipal No 1-72A, Gachibowli Village, Serilingampally Mandal, Hyderabad – 500081, Telangana, India.
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