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 forBelltrees 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 forBelltrees 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.

Belltrees, Upper Hunter Valley: Unlocking Your Business Potential with COLETEK

In the picturesque Upper Hunter Valley, where rolling hills meet productive farmland, businesses thrive with the support of trusted partners like COLETEK. Nestled in Belltrees, New South Wales, Australia – a vibrant hub of industrial activity and community spirit – we're proud to call this region home.

As a national player in the industry, COLETEK is committed to harnessing its expertise to fuel growth and development throughout the Belltrees area. Our team has earned a reputation for delivering tailored solutions that address the unique needs of local businesses, from agriculture and manufacturing to energy and logistics.

When you partner with COLETEK, rest assured that our doors are open – figuratively and literally. Our office in Belltrees is just one example of our commitment to being locally present and accountable. We're your neighbor, your friend, and your trusted ally, working tirelessly to ensure a smoother ride for your business in the Upper Hunter Valley.

At COLETEK, we don't just talk about trust – we demonstrate it every day through transparent communication, swift action, and unwavering dedication to the community that has become our second family. As an Australian company with national reach, we've earned a reputation for innovation, forward thinking, and resilience in navigating even the most challenging operating environments.

That's why businesses in Belltrees, Upper Hunter Valley – like yours – choose COLETEK as their go-to partner for expertise, support, and guidance. Together, let's unlock your business potential and write a success story that will be etched in the history books of this fantastic region.

If you're searching for a local ally that embodies trust, innovation, and community spirit – look no further than COLETEK. Whether your organization requires expert consulting, project management, or hands-on support, we'll be there to help you seize opportunities and overcome obstacles in the Upper Hunter Valley and beyond.