AI & Machine Learning Services for Dareton 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 Dareton 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 Dareton 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 Dareton 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 trusted multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to serving businesses across Dareton, New South Wales, Australia. With our strong national reputation for reliability, collaboration, and capability, we empower local entrepreneurs and established organizations alike to achieve their goals. By partnering with us, you can leverage our vast experience in designing, developing, and delivering innovative products that drive business success. Whether your challenge is finding a fresh approach to an old problem or creating something entirely new, COLETEK's multidisciplinary team of engineers and product developers work closely together to understand your needs and develop tailored solutions that meet them. Our dedicated experts operate throughout Australia, with a deep understanding of the unique demands and opportunities facing businesses based in Dareton, New South Wales, Australia. We possess the technical prowess, industry knowledge, and local market insight to help you overcome obstacles, seize opportunities, and stay ahead of the competition. From conceptualization through prototyping and deployment, we're committed to delivering exceptional results that exceed expectations. At COLETEK, we believe in building long-term relationships with clients based on trust, transparency, and a passion for innovation. We're proud to play an integral role in shaping the future of Dareton, New South Wales, Australia's business landscape. If you're looking for a trusted partner to help you achieve your vision, get in touch to explore how our multidisciplinary engineering and product development capabilities can benefit your organization.