AI & Machine Learning Services for Tocal 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 Tocal 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 Tocal 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 Tocal 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.

Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company with a trusted national reputation. As a specialist firm based in Tocal, New South Wales, Australia, we've had the privilege of working closely with local businesses, helping them advance their operations and tackle complex technical challenges through innovative solutions.

With extensive experience serving businesses across Tocal, New South Wales, Australia, our team is well-versed in the unique needs and hurdles faced by regional industries. We excel at forging strong relationships with clients, taking the time to understand their specific goals and objectives before crafting tailored approaches to drive success. Whether you're seeking a reliable partner for routine maintenance or innovative solutions to propel your growth, COLETEK is committed to delivering exceptional results that meet the highest standards.

As leaders in our field, we possess a deep understanding of the interconnected demands placed upon modern businesses. Our experts collaborate seamlessly across disciplines, ensuring that every solution integrates seamlessly with existing processes and systems. We take pride in our ability to bridge technological divides, fostering open communication channels between stakeholders, developers, and end-users.

COLETEK's versatility stems from our multidisciplinary approach: we bring together specialists in engineering, product development, and project management to deliver unique value propositions. By leveraging our extensive expertise and resources operating throughout Tocal, New South Wales, Australia and nationwide, you can rely on us to navigate complex projects, from concept phase through production, deployment, and ongoing support.

When partnering with COLETEK, local businesses in Tocal, New South Wales, Australia gain a reliable ally capable of driving progress, tackling new challenges head-on. Our commitment to innovation, collaboration, and capability has earned us a trusted reputation across the nation.