AI & Machine Learning Services for Townsville 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 for Townsville 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 Townsville 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)

Why AI & Machine Learning Services for Townsville Clients Choose COLETEK

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.

Let’s Build Practical AI & Machine Learning Services for Townsville Together

If you're based in for Townsville 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.

We have long-standing AI & Machine Learning Services for Townsville Experience!

Serving Businesses in Townsville, Queensland, Australia: Partnering for Success with COLETEK

As the leading multidisciplinary Australian engineering and product development company since 2001, we've earned a reputation as trusted innovators, collaborating with businesses across Townsville, Queensland, Australia, to drive growth and transformation. With our expert teams based in Townsville, Queensland, Australia, and operating throughout the region, we're committed to backing local organisations, supporting regional initiatives, and fostering community development – all while maintaining our national presence.

We don't just talk innovation; we live it. Our engineers and product developers work intimately with clients, leveraging their expertise to design, develop, and deliver solutions tailored to Townsville's unique needs. From concept to reality, we're dedicated partners in your journey, striving for collaboration over competition, ensuring your success.

COLETEK is more than just a local engineering company; we're the reliable, capable partner you need to tackle the complex projects that propel your business forward. Our team of experienced professionals has a deep understanding of the Townsville business landscape. We're familiar with the region's key industries, challenges, and opportunities – allowing us to provide informed guidance and support for your project.

When partnering with COLETEK, you can rest assured that we'll bring our nationally recognized capabilities and expertise to the table, ensuring the best possible outcome for your business. As a Townsville-based company, we're committed to supporting local businesses navigate the ever-changing market, leveraging our collective knowledge and resources to drive growth and progress.

For more than two decades, COLETEK has consistently demonstrated its capability to deliver innovative solutions that make a meaningful impact on communities across Australia, including Townsville. We take pride in being part of this region's story – empowering local businesses and fostering economic development through our collaborative approach.

Let’s build something remarkable together.

AI & Machine Learning Services for Townsville – Our Clients: Big Brands & Small Businesses

AI & Machine Learning Services for Townsville – Amazing Customer Testimonials

I had a technical design and prototype job I needed done and had contacted two companies in Brisbane before I discovered COLETEK. From my first conversation with Luke, I knew that he was the best person for the job and he delivered under budget and within the required timeframe. The device he manufactured for my company will save us thousands of dollars and it is highly likely that we will on-sell the device to similar organisations. I recommend COLETEK for any design and prototype work you can imagine for your business.

James Hourigan
Eraza Laser, Townsville, QLD, Australia