AI & Machine Learning Services for Axedale 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 Axedale 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 Axedale 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 Axedale 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions to businesses across Axedale, Victoria, Australia. Our team of experts is dedicated to empowering local companies with the reliability, collaboration, and capability they need to thrive in today's fast-paced market. With years of experience serving businesses throughout Axedale, Victoria, Australia, our company has developed a deep understanding of the unique challenges faced by entrepreneurs and business owners in this region. We recognize that every organization requires tailored support to achieve its goals, which is why we take pride in offering personalized solutions that cater to their specific needs. COLETEK's national reputation for excellence is built on a foundation of trust, innovation, and commitment to delivering exceptional results. As a trusted partner, we empower local businesses across Axedale, Victoria, Australia, to build strong foundations, navigate regulatory frameworks, and tackle complex technical challenges. Our multidisciplinary approach allows us to provide comprehensive support, taking into account the diverse needs of each individual business. Whether you're seeking assistance with innovation and development, product design or engineering, marketing, or operational efficiency, COLETEK has the expertise and resources necessary to help your Axedale, Victoria, Australia-based business flourish. Our innovative solutions are designed to drive growth, increase competitiveness, and enhance overall performance, helping local businesses in Axedale, Victoria, Australia remain ahead of the curve. As we look to the future, COLETEK remains committed to serving as a trusted partner for businesses throughout Axedale, Victoria, Australia. We're proud to play an active role in supporting regional growth, fostering innovation, and empowering entrepreneurs to achieve their goals.