AI & Machine Learning Services for Rosedale 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 Rosedale 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 Rosedale 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 Rosedale 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 local business owner or technical decision-maker in Rosedale, Victoria, Australia, you understand the importance of partnering with a trusted and experienced engineering and product development company. For over two decades, COLETEK has been serving businesses across Rosedale, Victoria, Australia, providing reliable and innovative solutions to help them thrive. With our multidisciplinary team, comprising experts in various fields of engineering and product development, we've established ourselves as a national leader in the industry since 2001. Our reputation for delivering high-quality products, services, and expertise has earned us the trust of clients across Australia, including Rosedale, Victoria, Australia. Our local presence in Rosedale, Victoria, Australia allows us to understand the unique needs of businesses operating in this region. By working closely with our clients, we design and develop tailored solutions that address their specific challenges, ensuring they stay competitive and innovative. Whether you're an established enterprise or a startup, COLETEK's comprehensive capabilities empower you to tackle complex projects, streamline operations, and drive growth. At COLETEK, we pride ourselves on our ability to collaborate effectively with clients from diverse backgrounds and industries. Our engineers and product development experts work seamlessly to develop custom solutions that meet the unique needs of Rosedale, Victoria, Australia businesses. This synergy enables us to deliver exceptional results, timely and within budget, allowing you to focus on your core activities. As a top-notch engineering and product development company based in Rosedale, Victoria, Australia, we're committed to supporting local businesses across the region. Our expertise spans various industries and sectors, ensuring that our clients receive cutting-edge solutions that meet their specific needs. Whether you require assistance with new product development, process improvement, or complex engineering problems, COLETEK has the capability to help you succeed. In Rosedale, Victoria, Australia and beyond, businesses rely on COLETEK for innovative engineering and product development solutions that drive results. By partnering with us, you can trust that you're in good hands – hands that have delivered exceptional results for over 20 years.