AI & Machine Learning Services for Hedley 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 Hedley 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 Hedley 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 Hedley 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.

As a trusted partner for businesses in Hedley, Victoria, Australia and across the nation, COLETEK is committed to delivering exceptional engineering and product development services that drive success. Since our inception in 2001, we have established ourselves as a multidisciplinary Australian company dedicated to empowering local businesses with innovative solutions. Our team of experts has extensive experience in partnering with organizations from diverse industries, understanding their unique challenges, and providing tailored support to meet their growth objectives. By leveraging cutting-edge technology, rigorous testing, and collaborative approach, we consistently deliver high-quality results that exceed our clients' expectations. As a firm operating throughout Australia, including Hedley, Victoria, Australia, we take pride in being an integral part of the local community. We have developed a keen understanding of the region's specific needs and challenges, enabling us to develop solutions that address unique market conditions and drive lasting growth. At COLETEK, we pride ourselves on our reputation for reliability, collaboration, and capability. Our commitment to these core values enables us to build long-lasting relationships with our clients, foster a culture of trust, and deliver exceptional outcomes that meet their evolving needs. By partnering with COLETEK, businesses in Hedley, Victoria, Australia can rest assured that they are working with a trusted and experienced ally that understands the complexities of the local market. Our team is dedicated to supporting local businesses as they navigate growth, innovation, and disruption, providing the necessary tools, expertise, and guidance to help them thrive. As you look for a partner to support your business goals in Hedley, Victoria, Australia, rest assured that COLETEK has the capabilities and expertise to deliver exceptional results. With our proven track record of success, commitment to reliability, and passion for innovation, we are confident that we can make a meaningful impact on your organization.