AI & Machine Learning Services for Glen Innes 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 Innes 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 Innes 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 Innes 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 Heart of New South Wales: COLETEK's Commitment to Glen Innes and the Northern Tablelands

As you navigate the rolling hills and picturesque landscapes of Glen Innes, Northern Tablelands, New South Wales, Australia, you're surrounded by a rich cultural heritage and a strong sense of community. At COLETEK, we understand the importance of fostering growth and development in this unique region. Our team is dedicated to supporting local businesses, organizations, and individuals, providing expert guidance and unparalleled service to the people who call Glen Innes home. With roots firmly planted in Australian soil, COLETEK has established itself as a trusted partner for businesses across the country. However, our commitment to the Northern Tablelands remains unmatched. We're proud to offer tailored support tailored specifically for local entrepreneurs, innovators, and community leaders seeking to leave their mark on this charming region.

As a homegrown Australian company, we believe that our presence in Glen Innes is just as crucial as our national reach. By forming meaningful connections with local stakeholders, we empower the Northern Tablelands' unique entrepreneurial spirit.

Whether you're looking to elevate your already-established organization or launch a new venture from scratch, COLETEK's experienced team will work closely with you to identify opportunities and create solutions that genuinely benefit our shared community.

In an era where innovation is key, trust between businesses and their partners becomes increasingly vital. At COLETEK, we pride ourselves on being more than just any ordinary partner – we're your locally informed, regionally focused, and nationally connected allies in Glen Innes.

Together, let's propel the Northern Tablelands' businesses forward. Join forces with a trusted organization that has genuinely listened to the heartbeat of this special region – COLETEK is dedicated to Glen Innes and committed to your success.

Ready to start building a brighter tomorrow for your business in Glen Innes? We're ready when you are! Simply Contact Us, and let's get started on this exciting journey together.