AI & Machine Learning Services for Mount Hope 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 Mount Hope 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 Mount Hope 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 Mount Hope 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 respected multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering top-notch solutions to businesses across Mount Hope, New South Wales, Australia. Our team of experts is dedicated to serving the local community, providing reliable and collaborative support to businesses seeking innovative solutions. With our headquarters based in Mount Hope, New South Wales, Australia, we're committed to operating throughout the region, empowering companies to succeed through our tailored engineering and product development capabilities. By leveraging our skills and expertise, you can trust that your business will thrive, driven by a deep understanding of local market dynamics and industry trends. At COLETEK, we pride ourselves on being more than just a service provider – we're partners in innovation. Our team is comprised of experts with diverse backgrounds in engineering, product development, and project management. This multidisciplinary approach enables us to bring a unique perspective to the table, fostering collaborations that drive success. As you navigate the ever-changing landscape of your industry, it's essential to have a trusted partner by your side. COLETEK has gained a national reputation for our ability to deliver reliable, results-driven solutions that exceed expectations. Our commitment to transparency and open communication ensures seamless project execution, helping you stay ahead of the curve. In Mount Hope, New South Wales, Australia and throughout the region, COLETEK is dedicated to serving businesses of all sizes, from start-ups to established players. We're passionate about supporting local growth and development, recognizing that our success is closely tied to the prosperity of the communities we serve. When looking for a trusted partner to accelerate your business growth in Mount Hope, New South Wales, Australia, look no further than COLETEK. With our team by your side, you can count on: * Access to cutting-edge engineering and product development capabilities * Proven expertise in delivering innovative solutions tailored to local needs * A commitment to transparent communication and project management * The confidence that comes from partnering with a reputable national player