AI & Machine Learning Services for Durham Ox 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 Durham Ox 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 Durham Ox 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 Durham Ox 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.

When it comes to Durham Ox, Victoria, Australia - a region rich in history, culture, and natural beauty - businesses of all sizes require trusted partners that can support their growth and innovation. COLETEK, as a multidisciplinary Australian engineering and product development company established in 2001, has earned its reputation for reliable innovation by working closely with local businesses, understanding their unique challenges, and delivering tailored engineering solutions.

We pride ourselves on being more than just an external partner - we're a trusted extension of our clients' teams. Operating throughout Durham Ox, Victoria, Australia and beyond, COLETEK brings together experts from diverse backgrounds in engineering, product development, manufacturing, and operational management. Our collaborative approach ensures that each project is carefully considered and executed with precision and attention to detail, resulting in bespoke solutions that align with our clients' specific goals and aspirations.

In Durham Ox, Victoria, Australia, a strong understanding of the local industry landscape allows us to address the unique needs of businesses from various sectors. Be it agriculture, manufacturing, or services - we provide the technical expertise necessary to overcome any challenge and capitalize on opportunities for growth. Our experienced engineers, product designers, and project managers work hand-in-hand with clients in Durham Ox, Victoria, Australia to develop custom-fit solutions that transform their processes, products, and ultimately, their bottom lines.

In essence, COLETEK is not just another engineering or product development company operating in Durham Ox, Victoria, Australia. We're a trusted partner who understands the complexities of local businesses and can deliver real-world solutions with reliability, precision, and exceptional customer service. So, if your business requires expert guidance, innovative thinking, and hands-on execution - count on COLETEK to be your reliable ally in the pursuit of success.