AI & Machine Learning Services for Mount Eccles 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 Eccles 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 Eccles 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 Eccles 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 owner in Mount Eccles, Victoria, Australia, you understand the importance of partnering with trusted experts to drive innovation and growth. COLETEK has been serving businesses across Mount Eccles, Victoria, Australia since 2001, establishing itself as a multidisciplinary Australian engineering and product development company renowned for its reliability, collaboration, and capability. With our deep roots in the region, we've developed a passion for supporting local initiatives and entrepreneurs, from startups to established organizations. Our commitment to delivering tailored solutions has earned us a reputation as a go-to partner for businesses seeking innovative engineering and product development expertise. At COLETEK, we take pride in being a national company with a strong understanding of the Mount Eccles, Victoria, Australia region. We've worked closely with numerous local businesses across various industries, empowering them to overcome technological challenges and achieve their objectives. Our extensive experience and knowledge enable us to empathize with your unique needs, leveraging our expertise to create customized solutions that meet specific requirements. By partnering with COLETEK, you can rest assured that your project is in capable hands. We operate throughout Mount Eccles, Victoria, Australia, providing cutting-edge engineering and product development services that cater to the distinct needs of local businesses. Our team has a proven track record of delivering high-quality results on time and within budget. When it comes to driving innovation, collaboration, and progress, we're committed to standing alongside you as your trusted partner in Mount Eccles, Victoria, Australia. Join forces with COLETEK, and together, let's build something remarkable that transforms your business and the local community for years to come.