AI & Machine Learning Services for Fernmount 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 forFernmount 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 Fernmount 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 forFernmount 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.

Empowering Fernmount's Business Growth: ColetteK, Your Partner in Success

Fernmount, Mid North Coast, New South Wales, Australia – a region steeped in natural beauty and entrepreneurial spirit. As local businesses strive to thrive in this charming area, ColetteK is committed to being a trusted ally in their journey towards success.

Our team's roots run deep in Australian soil, with years of experience helping companies from all corners of the country achieve their goals. We've witnessed firsthand the resilience and determination of Fernmount's business community, and we're eager to bring our expertise to bear in supporting your growth.

In an ever-changing landscape, ColetteK stands out for its adaptability, innovation, and collaborative approach. We understand that no two businesses are alike, which is why we take the time to listen carefully to your unique needs and challenges. With a national presence and local insight, we're well-positioned to connect you with the resources, networks, and know-how necessary to drive progress in Fernmount and beyond.

We believe in the transformative power of partnerships – that by working together, we can create a brighter future for our region's entrepreneurs. At ColetteK, we're committed to being a trusted extension of your team, always keeping local needs at the forefront of our decision-making process. Our people are passionate about what they do, with a genuine desire to see Fernmount's businesses flourish and contribute to the area's enduring charm.

So why settle for anything less than the highest level of service when partnering with ColetteK? Join forces with us, and tap into our collective experience, local knowledge, and innovative spirit – all tailored to support your unique goals in Fernmount. Together, let's drive business growth and build a stronger community, grounded in trust, collaboration, and unwavering commitment.