AI & Machine Learning Services for Largs Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located forLargs or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Largs services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in forLargs or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

Succeeding Together in Largs, Lower Hunter Valley, New South Wales, Australia: Your Trusted Partner for Business Growth

Nestled in the picturesque Lower Hunter Valley region of New South Wales, Largs is a charming destination that boasts a rich history, stunning natural beauty, and a thriving business community. As a proud Australian company, COLETEK has been proudly serving local businesses like yours across the country for decades. With offices based right here in Largs, we take pride in our deep understanding of the region's unique needs and challenges.

When it comes to navigating the complexities of modern business, having a trusted partner on your side can be the key to success. At COLETEK, we're committed to supporting local entrepreneurs, farmers, and small businesses alike – empowering them with the expertise, resources, and connections needed to thrive in today's fast-paced market.

With our national reach and extensive network of contacts across industries, we connect Largs' business leaders to opportunities that drive growth, create jobs, and build stronger communities. Our team of experts has a proven track record of delivering results-oriented solutions that meet the specific needs of local businesses – leveraging innovation, technology, and market insights to unlock new possibilities.

We believe in building lasting relationships with our clients, based on mutual trust and respect. As your partner, we take the time to listen to your unique challenges and goals, tailoring our approach to suit your distinct needs. Our team is dedicated to staying ahead of the curve – constantly evolving our services to keep pace with changing market conditions.

In Largs and surrounding areas, you'll find a thriving entrepreneurial spirit that we're proud to support. Whether you're just starting out or seeking to take your business to the next level, COLETEK is committed to being your go-to resource for advice, guidance, and expertise. We share in the local pride and passion – working shoulder-to-shoulder with our clients to build a brighter future for Largs and its community.

So why wait? If you're serious about taking your business to new heights, let's connect and start exploring the possibilities together. Contact us today and discover how COLETEK can help drive growth, create jobs, and shine a light on the incredible entrepreneurial spirit of our beloved Largs, Lower Hunter Valley, New South Wales, Australia.