AI & Machine Learning Services for Mount Franklin 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 Mount Franklin 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 Mount Franklin 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 Mount Franklin 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering high-quality solutions that meet the unique needs of businesses across Mount Franklin, Victoria, Australia. With our headquarters based in this thriving community, we're proud to operate throughout Australia, drawing on decades of experience and expertise to drive innovation. At COLETEK, we're passionate about collaboration and capability. Our team of experts is dedicated to understanding the challenges faced by local businesses and working closely with them to develop tailored solutions that meet their specific needs. Whether you're looking to improve operational efficiency, enhance product development, or tackle complex engineering projects, our comprehensive suite of services is designed to support your organization's growth and success. For over two decades, COLETEK has been trusted by businesses across Australia to deliver reliable, effective, and innovative solutions that drive real results. We've earned a reputation for being responsive, flexible, and committed to outstanding customer service. By leveraging our extensive industry knowledge, cutting-edge technology, and passion for engineering excellence, we're dedicated to helping local businesses in Mount Franklin, Victoria, Australia thrive. If you're looking for a trusted partner to help your business succeed in this dynamic region, look no further than COLETEK. With offices based in Mount Franklin, Victoria, Australia, we're well-positioned to support organizations across the area and throughout Australia. Our commitment is unwavering – to provide exceptional service, innovative solutions, and unparalleled expertise that drives real results.