AI & Machine Learning Services for Belltrees 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 Belltrees 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 Belltrees 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 Belltrees 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on reliability, innovation, and collaboration, we've had the privilege of serving businesses across Belltrees, New South Wales, Australia and beyond. Our commitment to delivering exceptional results has earned us the trust of our clients, many of whom have relied on us as their go-to partner for complex projects. As a leader in engineering and product development, we understand that every business in Belltrees, New South Wales, Australia is unique. That's why we take a tailored approach to each project, listening carefully to your needs and developing customized solutions that drive real results. Whether you're looking to transform a process, launch a new product, or overcome an industry-specific challenge, our team of experts is poised to help. With operations throughout Australia, including Belltrees, New South Wales, Australia, we've built a strong foundation for success by consistently delivering on our promises. Our capability extends across multiple disciplines, from mechanical and electrical engineering to software development and manufacturing – giving us the versatility to tackle any challenge your business may face. By embracing our multidisciplinary approach, you can rest assured that you're partnering with a trusted ally who will help you overcome obstacles and achieve your goals. In Belltrees, New South Wales, Australia, we see firsthand the importance of collaborative innovation in driving growth and progress. That's why we're passionate about building long-term relationships with local businesses like yours – relationships built on open communication, mutual respect, and a shared commitment to excellence. By joining forces, we can help you stay ahead of the curve, seize new opportunities, and thrive in an increasingly complex environment. So why choose COLETEK as your trusted partner in Belltrees, New South Wales, Australia? The answer is simple: our passion for engineering and product development, combined with our dedication to collaboration and innovation, sets us apart. We're not just engineers – we're business enablers, empowering organizations like yours to achieve their full potential.