AI & Machine Learning Services for Minmi 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 Minmi 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 Minmi 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 Minmi 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.

At Coletek, we're proud to be a multidisciplinary Australian engineering and product development company with over two decades of experience driving innovation and delivering reliable solutions. As a trusted national reputation that's served businesses across Minmi, New South Wales, Australia, we understand the unique challenges and opportunities facing local companies. Our team of experts has developed cutting-edge products for some of the most demanding industries, from agriculture to mining, always staying ahead of the curve through our commitment to education, research, and development. With Coletek on your side, you can be confident that your business will benefit from our collaborative approach, extensive knowledge base, and unwavering dedication to delivering results. Since 2001, we've operated throughout Australia, including Minmi, New South Wales, Australia, providing tailored support for businesses in this thriving region. Our experience, expertise, and passion for innovation make us the ideal partner for any organization looking to drive growth, increase efficiency, or solve complex problems. From concept development to production and distribution, we'll work closely with you to turn your vision into reality. At Coletek, we're committed to building strong relationships with our clients in Minmi, New South Wales, Australia, and beyond. Our reputation for reliability, capability, and results-oriented approach has earned us a national presence, and we're eager to bring that same level of expertise and dedication to the local businesses we serve. Whether you're looking to launch a new product, improve your manufacturing process, or tackle complex engineering challenges, Coletek is here to help. We'll work tirelessly with you to understand your goals and develop customized solutions that meet your unique needs and exceed your expectations. So why settle for anything less? Choose Coletek as your trusted partner in Minmi, New South Wales, Australia, and let's build something remarkable together.