AI & Machine Learning Services for Morwell 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 Morwell 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 Morwell 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 Morwell 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that meet the complex needs of Morwell, Victoria, Australia businesses. Operating throughout Morwell, Victoria, Australia, we're proud to support local companies across various industries, from manufacturing and infrastructure to healthcare and beyond. With over two decades of experience in engineering and product development, COLETEK has built a trusted national reputation for reliability, collaboration, and capability. Our expert teams are dedicated to understanding the unique challenges faced by Morwell, Victoria, Australia businesses and developing tailored solutions that drive success. Whether you're looking to improve processes, enhance products, or expand your offerings, our multidisciplinary approach ensures that you receive comprehensive support that addresses all aspects of your business. As a valued partner in Morwell, Victoria, Australia, COLETEK brings together the best minds from various disciplines – including engineering, design, and operations – to create cutting-edge solutions that meet the evolving needs of local businesses. By drawing on our extensive experience and expertise, we can help you overcome obstacles, seize opportunities, and achieve your goals. With a deep understanding of Morwell, Victoria, Australia's unique business landscape, we're well-positioned to support companies like yours in achieving remarkable results. In Morwell, Victoria, Australia and throughout Australia, COLETEK is committed to building lasting relationships with forward-thinking businesses that share our passion for innovation and excellence. By partnering with us, you can be confident that your project will be handled with the utmost professionalism, care, and dedication – every step of the way.