AI & Machine Learning Services for Corryong 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 Corryong 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Corryong 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 Corryong 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a trusted national reputation for delivering innovative solutions, our team is dedicated to supporting businesses in Corryong, Victoria, Australia and throughout the country. As a locally based operation, we understand the unique challenges faced by companies operating in rural areas like Corryong. Our experience working with businesses across diverse industries has equipped us with the expertise to tackle complex problems and develop customized products that meet specific needs. Operating from our base in Corryong, Victoria, Australia allows us to build strong relationships with our clients and provide personalized service. At COLETEK, we believe that collaboration is key to achieving outstanding results. Our engineers and product developers work closely with businesses to gain a deep understanding of their goals and challenges. This synergy enables us to deliver reliable solutions that exceed expectations. By leveraging our innovative capabilities, we help companies in Corryong, Victoria, Australia and beyond overcome technical hurdles and capitalize on opportunities for growth. With a proven track record of delivering high-quality products and engineering solutions, COLETEK is well-positioned to support businesses across Corryong, Victoria, Australia and throughout the country. Whether you're seeking custom product development or innovative engineering solutions, we're committed to providing exceptional service that meets your unique needs. So why trust COletek with your business's success? Let us showcase our capabilities and demonstrate how our expertise can benefit companies like yours in Corryong, Victoria, Australia. We're here to help you overcome challenges, seize opportunities, and achieve remarkable results.