AI & Machine Learning Services for Crowlands 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 Crowlands 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 Crowlands 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 Crowlands 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 leader in engineering and product development, COLETEK has been serving businesses across Crowlands, Victoria, Australia and beyond for over 20 years. With our multidisciplinary team of experts, we've had the privilege of working with diverse clients from various industries, honing our skills and expertise to deliver innovative solutions that drive results. Established in 2001, COLETEK is a trusted national player in the engineering and product development landscape. Our commitment to excellence has earned us a reputation for reliability, collaboration, and capability, making us a go-to partner for businesses seeking cutting-edge support. By leveraging our extensive expertise, you can rest assured that your project will receive personalized attention from our dedicated team. At COLETEK, we're passionate about empowering local businesses in towns like Crowlands, Victoria, Australia. Operating throughout the region, we understand the unique challenges and opportunities that face organizations in this area. Our team is well-versed in the specific needs of businesses serving rural and regional communities, which enables us to develop tailored solutions that address these distinct circumstances. Whether you're seeking assistance with product development, process improvements, or strategic planning, our multidisciplinary engineers and experts are equipped to provide support that meets your unique requirements. By partnering with COLETEK, you'll gain access to a wealth of knowledge, skills, and resources that will help you overcome obstacles, seize new opportunities, and drive lasting success. As we serve businesses across Crowlands, Victoria, Australia and beyond, our core values remain firmly rooted in a commitment to excellence, collaboration, and customer satisfaction. We're dedicated to building strong relationships with our clients, working closely together to deliver outcomes that exceed expectations.