AI & Machine Learning Services for Elphinstone 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 Elphinstone 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 Elphinstone 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 Elphinstone 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.

Located in the heart of Elphinstone, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of trusted national reputation, we have built a strong foundation to support businesses across Elphinstone, Victoria, Australia, and throughout Australia.

COLETEK prides itself on its commitment to reliability, collaboration, and capability. Our team of experts has the expertise and creativity to design, develop, and engineer innovative solutions for various industries. Whether you're looking for engineering consulting services or seeking a collaborative partner for product development, we're here to help.

As a company based in Elphinstone, Victoria, Australia, COLETEK understands the unique needs of local businesses. We work closely with our clients to develop custom solutions that meet specific requirements. Our team is dedicated to delivering tailored engineering and product development services that enhance your business operations, increase efficiency, and drive growth.

With years of experience serving businesses across Elphinstone, Victoria, Australia, we've earned a reputation for being reliable, efficient, and effective. We're proud to be a trusted partner in the region, providing expert engineering and product development services that exceed our clients' expectations. By leveraging our advanced technology, extensive expertise, and collaborative approach, COLETEK is well-positioned to support your business goals.

At COLETEK, we believe that exceptional engineering and product development can make a difference in the lives of people around us. We're committed to contributing positively to the community through our work, fostering long-term partnerships, and investing in initiatives that make Elphinstone, Victoria, Australia, a better place.