AI & Machine Learning Services for Ovens 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 Ovens 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 Ovens 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 Ovens 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.

For over two decades, COLETEK has been a trusted partner for businesses across Australia, including the community of Ovens, Victoria, Australia. As a multidisciplinary engineering and product development company established in 2001, we've earned a reputation for delivering reliable, innovative solutions that drive growth and success. Our roots run deep in this country, with a strong presence throughout Australia's regions – including Ovens, Victoria, Australia. We take pride in serving local businesses, understanding the unique challenges they face, and helping them overcome these hurdles with tailored engineering expertise. Our team is committed to collaboration, working closely with clients to develop products that meet their specific needs and goals. At COLETEK, we believe that great achievements are built on solid foundations – a foundation of trust, experience, and innovation. As you navigate the complexities of the modern business landscape, know that our experts will be there to support you every step of the way, providing cutting-edge engineering solutions that propel your operations forward. Whether you're an established leader in Ovens, Victoria, Australia or a growing startup eager to make a mark, we're here to help. Our capability extends far beyond just product design and development; we offer comprehensive engineering services that encompass everything from design for manufacturability to testing and validation. So why settle for anything less when you have the best? Partner with COLETEK and tap into our extensive knowledge, creative problem-solving skills, and tried-and-tested methodologies. Our team is dedicated to empowering businesses like yours in Ovens, Victoria, Australia and throughout the nation.