AI & Machine Learning Services for Metford 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 Metford 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 Metford 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 Metford 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.

Located in the heart of New South Wales, Australia, Metford is a haven for entrepreneurs and business owners looking to take their ventures to the next level. At COLETEK, we understand that our clients require more than just technical expertise – they need trusted partners who can collaborate with them to overcome challenges and capitalize on opportunities.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a go-to partner for businesses operating throughout Metford, New South Wales, Australia. Our extensive portfolio showcases our versatility, innovation, and commitment to delivering exceptional results. We proudly support organizations across industries, serving businesses across Metford, New South Wales, Australia with a focus on reliability, long-term relationships, and tailored solutions.

Whether you're looking to enhance your operations, develop new products or services, or drive technological advancements that set you apart from the competition – COLETEK is here to help. Our team of experts operates throughout Metford, New South Wales, Australia, offering local insight and hands-on support as we work together to achieve remarkable outcomes.

When it comes to navigating the complexities involved in engineering and product development, trust is paramount. At COLETEK, our clients know they're working with a partner that has their best interests at heart. We understand that no two businesses are alike, which is why we tailor our approach to meet the unique needs of each client based in Metford, New South Wales, Australia.

We invite you to experience the COLETEK difference for yourself, as we collaborate with businesses like yours across Metford, New South Wales, Australia. By combining your industry-specific knowledge with our engineering prowess and innovation-driven approach, we can tackle even the most pressing challenges together.