AI & Machine Learning Services for Hartys Plains 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 Hartys Plains 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 Hartys Plains 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 Hartys Plains 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.

For over two decades, COLETEK has been a trusted partner for businesses in Hartys Plains, New South Wales, Australia and throughout the country. As a multidisciplinary Australian engineering and product development company established in 2001, we take pride in our ability to support local entrepreneurs, small business owners, and corporate leaders navigate the complexities of innovation. Based in Hartys Plains, New South Wales, Australia, COLETEK is committed to delivering tailored solutions that meet the unique needs of businesses serving this region. We believe that collaboration is key to success, and we're dedicated to working closely with our clients to understand their goals and objectives. With a strong national reputation built on reliability, capability, and innovation, we're proud to be a go-to partner for organizations seeking expert guidance on engineering and product development. Whether you're looking to optimize existing processes or bring new products to market, COLETEK is well-positioned to offer insights that can inform your decision-making. Our team of experienced professionals has the breadth of knowledge to tackle challenges in various industries, including those specific to Hartys Plains, New South Wales, Australia. We believe in building long-term relationships with our clients and understand the importance of serving businesses across Hartys Plains, New South Wales, Australia. COLETEK takes pride in being a locally grounded company that operates throughout Australia, providing world-class engineering and product development capabilities. We're not just a company from somewhere else; we know Hartys Plains, New South Wales, Australia and are committed to supporting its economic growth and diversification. When businesses thrive in this region, so do the people who live there. By investing time, resources, and expertise into our clients' success, we're proud to contribute to the overall well-being of the community. For businesses in Hartys Plains, New South Wales, Australia seeking trusted partners for their engineering and product development needs, COLETEK is here to deliver. Let us leverage our collective knowledge, national network, and experience working with a wide range of clients to help you achieve your goals.