AI & Machine Learning Services for Tol Tol 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 Tol Tol 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 Tol Tol 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 Tol Tol 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 trusted partner for businesses across Tol Tol, Victoria, Australia, and throughout the nation, COLETEK is dedicated to supporting local entrepreneurs, innovators, and leaders. Established in 2001 as a multidisciplinary Australian engineering and product development company, we've built a reputation for delivering reliable, effective solutions that drive success. With deep roots in innovation and collaboration, our team of experts is committed to helping Tol Tol businesses thrive. Whether you're looking to launch a new product, optimize operations, or simply stay ahead of the competition, COLETEK's expertise is here to empower your growth strategy. Our national presence, combined with our local knowledge of Tol Tol, Victoria, Australia and its surrounding areas, enables us to understand the unique needs and challenges faced by businesses in this region. We take the time to listen, adapt, and deliver tailored solutions that meet the specific requirements of each client. Your project's success is our top priority. From idea generation to product realization, COLETEK's multidisciplinary team spans multiple disciplines: engineering, design, manufacturing, and more. Our capabilities are unparalleled in the region, and we pride ourselves on fostering trusted relationships with clients across Tol Tol, Victoria, Australia. As a locally based company, we're committed to supporting economic growth through our work. By partnering with companies in Tol Tol, Victoria, Australia, we're dedicated to creating new opportunities, nurturing innovation, and building stronger communities. Join forces with us to drive positive change in your operation today.