AI & Machine Learning Services for Perthville 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 for Perthville 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 Perthville 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 for Perthville 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.

As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering innovative solutions to businesses across Perthville, New South Wales, Australia. Since our inception, we've been dedicated to empowering local companies to accelerate their growth and stay ahead of the competition.

Colatek's commitment to excellence is reflected in our team's passion for engineering and product development. We understand the importance of reliability, collaboration, and capability in delivering successful outcomes – values that are deeply ingrained within our culture. By partnering with us, you can tap into our collective expertise, drawn from years of serving businesses across Perthville, New South Wales, Australia.

We take pride in being a trusted national reputation built on the principles of trust, integrity, and innovation. Our experience has equipped us to handle an array of projects that cater to diverse industries and needs in Perthville, New South Wales, Australia. Whether you're seeking assistance with product development, manufacturing process optimization, or supply chain efficiency, we've got you covered.

Journeying through the ups and downs of doing business can be challenging, but our support is here to guide you every step of the way. We understand the unique pulse of Perthville, New South Wales, Australia's local economy, allowing us to tailor our approach to your distinct needs and goals. With Colatek by your side, you'll have a trusted partner that operates throughout – right where it matters – in Perthville, New South Wales, Australia.

Join forces with us today to revolutionize the way you do business in Perthville, New South Wales, Australia. Let our collective expertise and collaborative spirit empower your organization to thrive in an ever-changing landscape.