AI & Machine Learning Services for Gowrie 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 forGowrie 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 Gowrie 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 forGowrie 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.

About COLETEK in Gowrie, Upper Hunter Valley, New South Wales, Australia

As you explore the rolling hills and picturesque towns of Gowrie, Upper Hunter Valley, New South Wales, Australia, it's easy to get a sense of rural charm and community spirit. At COLETEK, we understand the unique needs of businesses in this remarkable region and are dedicated to providing trusted support that makes a tangible difference. Established as an Australian company with national reach, we've built a reputation for innovative solutions, expert guidance, and genuine commitment to local communities. Nestled among the Upper Hunter Valley's rich land and heritage, Gowrie is a thriving hub of entrepreneurial spirit, agricultural prowess, and natural beauty. Whether you're an established business or just setting out, our in-depth understanding of this distinct region means we can tailor solutions to meet your specific needs. From farm-to-table enterprises to small-town mainstays, our team has worked tirelessly to foster growth, overcome challenges, and help local businesses like yours thrive. COLETEK's experience is undeniable – spanning decades, we've had the privilege of serving communities across Australia, including those in Gowrie and the Upper Hunter Valley. Our national presence allows us to draw upon a wealth of knowledge, expertise, and resources, which we dedicate to supporting local entrepreneurs, innovators, and leaders like you. Your neighbours' success stories are our motivation, driving us to stay at the forefront of industry trends, new technologies, and best practices that benefit businesses in Gowrie. As a trusted partner, COLETEK is committed to maintaining strong relationships with clients and partners throughout the Upper Hunter Valley region. We believe strongly in the value of local connections – partnering directly with community members and stakeholders to ensure our solutions align with your unique goals and aspirations. When it comes to trust, innovation, and local presence, you can be assured that COLETEK's investment in Gowrie will yield a lasting impact for years to come. With this foundation in mind, we invite you to explore the possibilities of what COLETEK can bring to your business or community initiatives in Gowrie. Let us guide you through the challenges of growing and succeeding in this remarkable region. Whether you're looking to diversify your product offerings, enhance customer experiences, or navigate regulatory frameworks – we're here to listen, advise, and support your vision. Contact Us