AI & Computer Vision —
Where Research Meets Real-World Engineering
Vision systems trained on your data, not a demo.
Frontier Engineering, Purpose-Built for Industry
From a single high-speed camera on an assembly line to multi-camera facility coverage, Lyran Technology & Innovation builds computer vision systems trained on real factory and site conditions — delivering offline low-latency edge inference with zero cloud dependency.
Automated visual quality inspection: scratch, crack, defect, and assembly misalignment detection
Worker safety compliance: real-time hardhat, safety vest, and restricted-zone intrusion monitoring
Edge AI deployment on NVIDIA Jetson hardware for real-time offline low-latency inference
Direct PLC and relay trigger integration to physically kick defective products off high-speed belts
How We Work
From Lab Research to Client Deployment
Core Technical Focus Areas
Targeted specializations driving next-generation engineering across industry, research, and critical infrastructure.
Automated Defect Detection
Sub-millimeter defect detection at 60+ parts per minute on high-speed industrial conveyor systems.
PPE Compliance Monitoring
Real-time CCTV stream analysis flagging missing safety gear and hazardous perimeter breaches.
Occupancy & Fleet Vision
Automated license plate recognition (ALPR), vehicle tracking, and warehouse shelf vacancy heatmaps.
Specialized Lab Workstations
Purpose-built research bays equipped with industry-standard instrumentation, enabling our engineers to design, test, and validate complex systems at depth.
Optical Inspection Test Conveyor
Equipped with Basler GigE industrial cameras, telecentric lenses, and ring LED strobes for shadowless imaging.
- Basler Ace 5MP GigE Cameras
- Polarized Ring Strobes
- Variable-Speed Test Belt
Edge AI GPU Training Cluster
Multi-GPU servers running PyTorch, TensorRT, and OpenCV for dataset annotation and INT8 model quantization.
- NVIDIA RTX A6000 GPUs
- TensorRT Optimization
- Automated Augmentation
PLC Signal & Ejection Testbench
Testing rapid optocoupler and relay triggers to actuate pneumatic air nozzles when a defect is detected.
- Sub-5ms Pneumatic Ejector
- Siemens S7-1200 PLC Sync
- Optocoupled I/O Modules
What Clients Receive From This Lab
Every engagement with AI & Computer Vision is structured to produce tangible, measurable engineering outcomes — not just research reports.
Technology Stack
Client Engagement Tiers
We structure our client engagements in progressive phases — from initial feasibility and prototyping through to full-scale deployment and operational support.
Image Processing & Classical Computer Vision
Color spaces, thresholding, edge detection (Canny, Sobel), contours, morphological filters, and camera calibration in OpenCV.
Deep Learning Object Detection & Segmentation
CNN architectures, YOLOv8 model training, loss functions, mAP evaluation, transfer learning, and dataset labeling.
Edge AI Deployment & Real-Time Production Lines
TensorRT quantization, DeepStream video pipelines, RTSP streaming, GPIO/PLC actuation, and industrial deployment.
Hardware & Software Apparatus
A comprehensive inventory of the precision instruments, development platforms, and software tooling that underpin all AI & Computer Vision research and client deployments.
Inside AI & Computer Vision
A look into our active research bays, hardware benches, and ongoing client project workstations.
Workstation
Industrial Optical Inspection Lines
High-speed camera setups for automated quality assurance on moving belts.
AI Vision
Automated Sorting & AI Inspection
Deep neural network object bounding boxes triggering automated cobot sorting.
Robotics
Edge AI Robotic Perception
Real-time segmentation and 3D pose estimation for automated material handling.
AI Hardware
Algorithm Training Clusters
High-compute GPU infrastructure for real-time model tuning and validation.
Explore All Research Labs & Services
Lyran Labs operates a portfolio of specialized research divisions and industry service practices — each delivering proven, domain-specific engineering to clients.
BCI Labs
Control technology with your mind.
Robotics Labs
From first build to competition-grade engineering.
Aerospace Labs
Real rocket builds, real launches.
Astronomy Labs
The same sky our rockets fly into.
Industrial IoT & Connectivity
Live sensor networks, engineered for sites WiFi can't reach.
AI & Computer Vision
Vision systems trained on your data, not a demo.
Industrial Automation (PLC/SCADA)
Robotics engineering, applied to your production line.
Software Development
The software layer behind every deployment.
Embedded Systems Engineering
Where an idea becomes a device.
Space Technology & Satellite Systems
The aerospace depth behind our student programs, as an engineering service.
Ready to Deploy AI & Computer Vision Capabilities at Your Organisation?
Whether you're scoping a new R&D initiative, seeking a system integrator, or looking to embed specialist engineering within your operations — our lab team is ready to engage.
