AI & Machine Learning Services for Mount Cameron 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 Cameron 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). 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 Cameron 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 Cameron 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 proud Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across the nation, including those located in Mount Cameron, Victoria, Australia. Our multidisciplinary team of experts brings a unique blend of creativity, technical flair, and collaborative spirit to every project we undertake. With our headquarters based in Mount Cameron, Victoria, Australia, COLETEK is uniquely positioned to serve businesses throughout the region. We take pride in being an integral part of the local community, working closely with entrepreneurs, inventors, and innovation enthusiasts to bring their ideas to life. Our engineering and product development prowess enables us to tackle complex challenges and craft bespoke solutions that meet the distinct needs of organizations operating in Mount Cameron, Victoria, Australia. COLETEK's comprehensive capability encompasses a broad range of disciplines, from mechanical and electrical engineering to software and systems design. Our expert teams are well-versed in working together seamlessly, fostering a collaborative environment where ideas freely flow. This synergy enables us to deliver innovative products and solutions that exceed our clients' expectations. At COLETEK, we understand the value of reliability, precision, and trustworthiness when it comes to engineering and product development. Our national reputation is built on delivering high-quality results, meeting tight deadlines, and maintaining open communication throughout every project. We are committed to empowering businesses in Mount Cameron, Victoria, Australia by providing trusted guidance and expertise. Whether you're seeking to develop a new product, optimize existing systems, or create innovative technologies that disrupt the status quo, COLETEK is here to support your ambitions. Our collective expertise spans multiple industries and sectors, ensuring we can tailor our approach to meet the unique needs of your organization serving Mount Cameron, Victoria, Australia.