AI & Machine Learning Services for Lyal 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 Lyal 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 Lyal 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 Lyal 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 owner or technical decision-maker based in Lyal, Victoria, Australia, you understand the importance of partnering with trusted experts who can help you achieve your goals. Our team at COLETEK is proud to serve businesses across Lyal, Victoria, Australia and throughout the country, offering unparalleled multidisciplinary engineering and product development capabilities. Established in 2001 as a national player in the Australian industry, COLETEK has built a reputation for delivering innovative solutions that meet the complex needs of local businesses. Our collective experience spans numerous industries, from agriculture to healthcare, ensuring we're equipped to support your unique requirements no matter what sector you operate within. As a multidisciplinary company, our team is comprised of engineers and experts with diverse skill sets in fields such as mechanical, electrical, software, and manufacturing engineering. This breadth of expertise allows us to develop holistic solutions that cater to the distinct needs of businesses like yours in Lyal, Victoria, Australia. From concept through development to implementation, our collaborative approach ensures seamless communication and problem-solving to guarantee project success. When you partner with COLETEK based in Lyal, Victoria, Australia, you can trust that we'll bring unwavering dedication to your projects, prioritizing open collaboration and adaptability to ensure lasting results. Whether you're seeking support for a new product development initiative or facing the challenges of process improvement, your success is dependent on building a strong foundation – one that COLETEK excels at providing. By choosing COLETEK as your trusted partner in Lyal, Victoria, Australia, you'll tap into a wealth of knowledge and capabilities that can catapult your business towards growth and prosperity. Our mission is centered around empowering businesses like yours to achieve their full potential through innovative solutions tailored to meet the unique needs of the Australian market.