AI & Machine Learning Services for Heddon Greta 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 Heddon Greta 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 Heddon Greta 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 for Heddon Greta 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.

Located at the heart of Heddon Greta, New South Wales, Australia, COLETEK has been a trusted partner for businesses seeking reliable and innovative solutions. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a national reputation for delivering exceptional results. Our team is dedicated to partnering with local businesses like yours to drive growth, improve efficiency, and create uniquevalue propositions.

We're proud to serve as a trusted advisor, collaborator, and innovator based in Heddon Greta, New South Wales, Australia. Our expertise spans multiple industries and functions, allowing us to bring a breadth of knowledge and experience to the table. Whether you're looking to enhance your existing operations or develop new products or services, we're equipped to provide actionable insights and tailored solutions.

Throughout our 20-year history, COLETEK has developed a strong track record of delivering reliable results for businesses in Heddon Greta, New South Wales, Australia. By leveraging cutting-edge technologies, our team has consistently demonstrated the ability to bridge the gap between innovative thinking and practical execution. Our capability extends throughout Australia, from the eastern states to Western Australia.

When you work with COLETEK, you can expect a collaborative and customer-focused approach that puts your needs at the forefront. We thrive on challenges and strive to create real-world solutions that meet the unique demands of local businesses like yours operating in Heddon Greta, New South Wales, Australia.

We're not just words – we're action-oriented professionals committed to driving positive change through our work. By partnering with COLETEK, you can be confident knowing that your business will benefit from our extensive experience and trusted reputation in Heddon Greta, New South Wales, Australia.