AI & Machine Learning Services for Freemans 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 Freemans 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 Freemans 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 Freemans 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.

In the heart of New South Wales, Australia, lies the picturesque town of Freemans. A thriving community that is a testament to innovation and resilience. And yet, as local businesses navigate the ever-evolving landscape of their industry, they often face complex engineering challenges that require specialized expertise. Enter COLETEK – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering reliable, innovative solutions. Operating throughout Australia, including Freemans, New South Wales, we take pride in working closely with local businesses to drive growth, efficiency, and sustainability. Our team of engineers, technicians, and innovators boasts extensive experience, having worked across various industries – from manufacturing and logistics to construction and energy. This depth of knowledge allows us to tackle the most ambitious projects and provide tailored support that meets the unique needs of Freemans' businesses. At COLETEK, we believe in building strong relationships with our clients, listening attentively to their requirements, and collaborating to develop custom-tailored solutions that address their specific challenges. Our capability is underpinned by a commitment to excellence, innovative thinking, and a passion for engineering – all of which are applied across every project we undertake. We're based in Freemans, New South Wales, Australia, with operations nationwide. This strategic positioning enables us to respond quickly to emerging opportunities and provide unparalleled support to local businesses across the region. Our clients can trust that our experienced team will draw upon a deep understanding of the Australian market and regulatory landscape to deliver practical, fit-for-purpose solutions. In Freemans, New South Wales, Australia, and beyond, COLETEK is dedicated to helping businesses like yours thrive in an increasingly complex and competitive environment. By leveraging our expertise, creativity, and commitment to excellence, we empower local organizations to overcome engineering challenges, seize new opportunities, and drive long-term success.