AI & Machine Learning Services for Carron 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 Carron 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 Carron 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 Carron 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 owner in Carron, Victoria, Australia, you understand the importance of reliability, innovation, and collaboration in staying ahead of the curve. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is at the forefront of delivering exceptional results for businesses across Carron and throughout Australia. With years of experience and a reputation built on trust, we've honed our capabilities to support local heroes like you. Operating from Carron, Victoria, Australia, we're well-equipped to serve as an extension of your business, leveraging our engineering and product development expertise to drive your growth and success. At COLETEK, we take pride in being a dependable partner for businesses that share our commitment to excellence. Based in Carron, Victoria, Australia, we're uniquely positioned to understand the nuances of operating in this region and the specific challenges its entrepreneurs face. Our extensive experience in engineering and product development has equipped us to tackle even the most complex tasks, ensuring your projects stay on track and exceed expectations. What sets us apart is our dedication to collaboration and customer-centric approach. We take the time to listen to your unique needs and develop tailored solutions that align with your vision. Operating throughout Carron, Victoria, Australia, we've established a reputation for delivering reliable results, fostering robust relationships, and fueling growth through innovative problem-solving. By partnering with COLETEK, you'll benefit from our collective knowledge, expertise, and resources to overcome any obstacle standing in the way of your goals. So why wait? Let's work together to build something remarkable in Carron, Victoria, Australia – a testament to what can be achieved when innovation meets determination.