At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Debenham 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 Debenham 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 Debenham 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 Debenham Together
If you're based in for Debenham 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 Debenham Experience!
Solution-Driven Engineering Partners for Debenham Businesses
As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Debenham, New South Wales, Australia. Our expertise spans multiple industries, allowing us to provide solutions tailored to the specific needs of local companies like yours.
Based in Debenham, New South Wales, Australia, we operate throughout Australia, constantly seeking innovative ways to improve products and services for our clients. With an unshakeable commitment to collaboration, reliability, and capability, COLETEK empowers businesses to drive growth, increase efficiency, and maintain a competitive edge.
We understand that Debenham's economic landscape is shaped by its strong agricultural sector, with many local businesses relying on precision farming and innovative technologies. At COLETEK, we appreciate the unique challenges faced by these businesses and our solutions cater specifically to their needs. By combining our expertise in engineering and product development with your industry insight, together we can overcome obstacles and achieve remarkable results.
As a dedicated partner for local Debenham businesses, we take pride in being more than just a technical service provider – we're committed to long-term relationships and meaningful outcomes. With COLETEK, you can trust that your projects are in capable hands, handled with professionalism and care.
If your business is seeking a reliable engineering partner for innovative product development or precision manufacturing solutions, look no further than COLETEK – serving businesses across Debenham, New South Wales, Australia, since 2001. We're here to help you build something remarkable together.
