AI & Machine Learning Services for Glen Martin 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 forGlen Martin 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 Glen Martin 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 forGlen Martin 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.

Serving the Lower Hunter Valley: Reliable Support for Glen Martin Businesses

At COLETEK, we're proud to call the Lower Hunter Valley home. With our office situated in the heart of this beautiful region, we've established a strong presence that allows us to deeply understand the needs and challenges faced by local businesses like yours. As a trusted Australian company with national reach, we're committed to providing tailored solutions that help your Glen Martin-based operation thrive. The Lower Hunter Valley is an area rich in history and natural beauty, from its rolling hills and vineyards to its bustling towns and communities. At COLETEK, we recognize the unique characteristics and opportunities that define this region and are dedicated to working closely with local businesses to help them reach their full potential. Whether you're a seasoned entrepreneur or just starting out, our team of experts is here to provide guidance, support, and innovative solutions to address your most pressing challenges. As a long-standing national player in the industry, we've earned a reputation for our unwavering commitment to trust, innovation, and customer satisfaction. Our local presence allows us to truly understand the distinct needs and cultures of each region we serve, including Glen Martin. We take pride in being an integral part of our community's growth and development, working closely with businesses like yours to build stronger, more resilient networks. By partnering with COLETEK, you can rest assured that you'll receive top-notch support from a local company with a national perspective. Our team is dedicated to delivering exceptional results, fostering long-term relationships built on mutual respect and transparency. Whether you're seeking expertise in areas such as [insert areas], our comprehensive approach ensures that your specific needs are met with precision and care. So if you're looking for a trusted ally in the Lower Hunter Valley, look no further than COLETEK. Our door is always open to Glen Martin businesses seeking guidance, support, or simply a friendly ear. We're committed to being part of the fabric of our community, empowering local entrepreneurs to realize their full potential and drive growth. Contact Us