AI & Machine Learning Services for Tolmie 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 Tolmie 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 Tolmie 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 Tolmie 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 business operating in Tolmie, Victoria, Australia, you're likely no stranger to the challenges of navigating a rapidly changing market. With innovations emerging from all corners, it's essential to have a reliable partner that can help turn your vision into reality. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering high-quality solutions. Based in Tolmie, Victoria, Australia, and operating throughout the country, we've earned our stripes as a trusted partner to businesses of all sizes. Our expertise lies in the realm of engineering and product development, allowing us to bring a unique blend of technical acumen and creative flair to the table. By partnering with COLETEK, you can tap into a wealth of knowledge and experience, allowing your business to thrive in today's fast-paced environment. As a locally rooted company serving businesses across Tolmie, Victoria, Australia, we understand the complexities and nuances of this region. Our team is comprised of experts who are well-versed in the needs and challenges faced by local industry leaders. We pride ourselves on our ability to build strong relationships with clients, fostering a culture of collaboration that drives success. At COLETEK, reliability is paramount. You can rest assured that your project will be handled with precision and care, from conception to delivery. Our collaborative approach ensures that you're always in the loop, every step of the way. By combining our expertise with yours, we create innovative solutions that exceed expectations. If you're looking for a trusted partner in Tolmie, Victoria, Australia, look no further than COLETEK. With our rich history and extensive track record of delivering high-quality results, you can trust us to support your business every step of the way. Let's build something remarkable together – contact us today to learn more.