AI & Machine Learning Services for Newnes 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 forNewnes 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 Newnes 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 forNewnes 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 Businesses in Newnes and Beyond: COLETEK's Commitment to Local Success

Newnes, nestled in the picturesque Central Tablelands of New South Wales, Australia, is a region rich in history, culture, and natural beauty. As part of this thriving community, it's essential for local businesses to have access to trusted partners who understand their unique needs and challenges.

That's where COLETEK comes in – a national Australian company with deep roots in the Newnes area and a burning passion for empowering local enterprises to achieve their full potential. With decades of experience under our belt, we've developed a keen understanding of what it takes to drive growth, innovation, and success in this region.

As a locally-based business ourselves, we're committed to supporting the unique needs of Newnes' entrepreneurs, farmers, and small-to-medium enterprises (SMEs). We get it – every business is different, and what works for one might not work for another. That's why our team of industry experts take the time to listen, understand, and develop tailored solutions that address the specific challenges facing local businesses in Newnes and beyond.

What sets us apart? Our commitment to trust, innovation, and local presence is unwavering. We're not just a business – we're neighbours, supporting each other through thick and thin. We've built long-term relationships with our clients by consistently delivering exceptional outcomes, and we take pride in being a reliable partner for any business looking to grow and thrive in the Newnes area.

From agriculture to manufacturing, retail to services, COLETEK is here to help local businesses in Newnes succeed. We're not just talking about Newnes – we're living it, breathing it, and working tirelessly to make a positive impact on this wonderful community.

So why wait? If you're a business owner or entrepreneur looking for trusted guidance, support, and expertise, look no further than COLETEK. Together, let's build a brighter future for the businesses of Newnes, Central Tablelands, New South Wales, Australia – contact us today to get started!Contact Us