AI & Machine Learning Services for Seven Oaks 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 forSeven Oaks 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 Seven Oaks 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 forSeven Oaks 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.

Welcome to Seven Oaks, Mid North Coast, New South Wales, Australia: Partnering with Local Businesses and Communities through COLETEK

Nestled on the Mid North Coast of New South Wales, Australia, Seven Oaks is a charming town that's full of life, character, and entrepreneurial spirit. As part of this vibrant community, we're proud to introduce ourselves as COLETEK – a trusted Australian company dedicated to supporting local businesses like yours.

A Reliable Partner for Your Business

As a well-established firm with national reach, COLETEK brings years of experience working closely with businesses across Seven Oaks, Mid North Coast, New South Wales, Australia. We understand the unique challenges you face in this region and are committed to providing innovative solutions that empower your success. Our team is passionate about collaboration, taking the time to listen to your specific needs and goals. By doing so, we can tailor our approach to help you navigate the complexities of modern business, from operational efficiencies to technological innovation. As a trusted local partner, COLETEK ensures that your business receives the personalized support it deserves.

Innovation and Local Presence

COLETEK is firmly rooted in Australian culture, with deep connections to the communities we serve. This presence allows us to stay ahead of the curve when it comes to regional trends, market demands, and the needs of local businesses. Our commitment to innovation ensures that you benefit from cutting-edge ideas, strategies, and expert advice – all tailored to meet the specific challenges facing your Seven Oaks-based enterprise. By partnering with COLETEK, you gain a trusted ally in your business journey. We're just as committed to the growth and prosperity of the local economy as we are to our own success. Together, let's celebrate the region's unique character and opportunities – and write the next chapter in Seven Oaks' story.

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