AI & Machine Learning Services for Hobbys Yards 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 Hobbys Yards 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 Hobbys Yards 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 Hobbys Yards 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 Australian engineering and product development for over two decades, COLETEK is proud to support businesses of all sizes across Hobbys Yards, New South Wales, Australia. Our multidisciplinary team of experts has earned a reputation for delivering innovative solutions that meet the unique needs of local industries. Established in 2001, our company has grown into a trusted partner for businesses seeking reliable and collaborative product development services. With offices located throughout Australia, we are well-positioned to serve clients across Hobbys Yards, New South Wales, Australia, and beyond. Whether you're a start-up looking to commercialize your idea or an established business seeking to improve operations, our engineers and designers are equipped to tackle complex challenges. At COLETEK, we recognize that every industry has its distinct characteristics and requirements. That's why we take the time to understand each client's unique situation, providing tailored solutions that meet their specific needs. Our team is committed to building long-term relationships with local businesses in Hobbys Yards, New South Wales, Australia, and we're dedicated to helping them overcome any engineering or product development hurdle. Throughout our history, COLETEK has demonstrated its capability to deliver high-quality results on time and within budget. This has earned us a reputation as a trusted partner for businesses seeking innovative solutions that drive growth and success. Whether you're looking to improve your existing products or develop new ones, we have the expertise and experience to help you achieve your goals. In Hobbys Yards, New South Wales, Australia, there's no shortage of opportunities for businesses seeking to innovate and grow. At COLETEK, we're committed to playing a key role in that process by providing exceptional engineering and product development services to local companies like yours. By partnering with us, you'll gain access to the expertise, resources, and support you need to overcome challenges and achieve success.