AI & Machine Learning Services for Abbeyard 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 Abbeyard 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Abbeyard 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 Abbeyard 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 business committed to serving companies across Abbeyard, Victoria, Australia, we at COLETEK pride ourselves on being a multidisciplinary Australian engineering and product development company established in 2001. Our team boasts a wealth of experience, staying ahead of the curve through innovation and a national reputation built on trust with clients. From small startups to well-established corporations, we believe that reliable support is essential for any Abbeyard-based business seeking to grow or innovate. That's why our engineers work closely with yours to deliver customised solutions tailored to your unique needs – without sacrificing quality or timelines. As an expert engineering partner based in Abbeyard, Victoria, Australia, we're dedicated to empowering local businesses and supporting the Australian economy as a whole. Our approach is centred on collaboration, capability, and unwavering commitment. By combining decades of combined experience with cutting-edge tools and methodologies, our team consistently delivers results that exceed client expectations. Whether you're looking to bring a new product to market, enhance operational efficiency, or drive digital transformation, our multidisciplinary experts are equipped to handle your most complex challenges. Operating throughout Abbeyard, Victoria, Australia, and beyond, we've earned the trust of businesses seeking dependable partners for their engineering and product development needs. By serving as an integral extension of your team, we empower you to focus on what matters most – your core business operations. As you navigate the ever-changing landscape of the local and national markets, you deserve a trusted partner that shares your passion for innovation and growth. At COLETEK, we're committed to being that partner for Abbeyard-based businesses and beyond. Together, let's drive remarkable results and forge a path towards unparalleled success.