AI & Machine Learning Services for Lamplough 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 Lamplough 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 Lamplough 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 Lamplough 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.

For over two decades, COLETEK has been a trusted partner for businesses in Lamplough, Victoria, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, we've had the privilege of working with clients across a wide range of sectors to bring innovative solutions to life. Our team's depth of expertise, combined with our commitment to collaboration and reliability, has earned us a reputation as a go-to provider for businesses seeking top-notch support. Operating throughout Lamplough, Victoria, Australia, we take pride in being part of this vibrant community. We understand the importance of nurturing local ties and supporting the growth of businesses that make Lamplough, Victoria, Australia such a unique and special place to live and work. Whether you're looking to improve efficiency, enhance performance, or simply stay ahead of the curve, COLETEK is here to help. What sets us apart is our comprehensive approach to engineering and product development. By combining cutting-edge technology with a deep understanding of your needs, we create solutions that meet the specific challenges facing Lamplough, Victoria, Australia businesses. Our team's expertise spans mechanical design, electrical systems, software development, and more – giving you access to a powerhouse of knowledge dedicated to helping your business thrive. At COLETEK, we're not just engineers or developers; we're problem solvers who genuinely care about the success of our clients. We've built lasting relationships by delivering on our promises, working closely with businesses in Lamplough, Victoria, Australia and throughout Australia to ensure their needs are met. If you're looking for a trusted partner to help drive your business forward in Lamplough, Victoria, Australia, look no further than COLETEK. Let's work together to build something remarkable.