AI & Machine Learning Services for Lexton 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 Lexton 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 Lexton 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 Lexton 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 leader in Lexton, Victoria, Australia, you understand the importance of partnering with trusted experts who can deliver innovative solutions that drive growth. Established in 2001 as a multidisciplinary Australian engineering and product development company, COLETEK is proudly based in Lexton and operating throughout Victoria, serving businesses across this great region.

Situated in the heart of rural Victoria, Lexton and its surrounding areas are home to unique industries and challenges. At COLETEK, we've developed a deep understanding of these environments, having worked closely with local businesses to tackle complex problems and achieve remarkable results. Our team is passionate about collaborating with clients like yours to uncover innovative solutions that meet specific needs.

With over two decades of experience in engineering and product development, COLETEK has earned a reputation as a reliable innovator, capable of tackling projects of varying complexity. We're not just focused on delivering results; we're committed to building long-term relationships with our clients, understanding their goals, and working together to achieve them.

Whether you operate in Lexton's thriving rural industries or beyond, you can count on COLETEK's expertise in engineering and product development to bring your ideas to life. Our team is composed of seasoned engineers, designers, and innovators who share a passion for problem-solving and a commitment to delivering outstanding results.

By partnering with COLETEK, you gain access to a multidisciplinary team that can provide customized solutions tailored to your specific needs. We take pride in our ability to operate efficiently, leveraging the latest technology and design expertise to ensure seamless collaboration and successful project outcomes.