AI & Machine Learning Services for Freemantle 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 forFreemantle 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 Freemantle 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 forFreemantle 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.

Leveraging Locally-Based Expertise in Freemantle, Central Tablelands, New South Wales, Australia

In the picturesque town of Freemantle, Central Tablelands, New South Wales, Australia, COLETEK is proud to be a trusted name for businesses looking to drive growth, innovation, and prosperity. As a locally-based company with national reach, we understand the importance of understanding and serving this unique region.

Centrally located in the heart of Central Tablelands, Freemantle boasts a rich heritage, stunning natural landscapes, and a strong sense of community. With its tranquil atmosphere, rolling hills, and close proximity to major cities like Sydney and Newcastle, this regional town offers an idyllic environment for businesses to thrive.

COLETEK has earned the trust of our clients through our unwavering commitment to providing exceptional service, expert guidance, and tailored solutions that cater to the distinct needs of local entrepreneurs. Our people-oriented approach is deeply rooted in our values of innovation, integrity, and community engagement. In Freemantle, we're proud to be a part of the region's fabric, supporting local businesses as they embark on their journey to success.

Our national presence allows us to leverage vast resources, knowledge, and best practices from across Australia, while our local office remains deeply connected to the unique culture, challenges, and opportunities that define Freemantle. By combining these strengths, we empower our clients to take calculated risks, make informed decisions, and stay ahead of the curve in an ever-changing business landscape.

What sets COLETEK apart is our dedication to forging meaningful connections with our customers, fostering long-term relationships built on mutual trust, understanding, and respect. By doing so, we create a framework for sustained growth, job creation, and community development that benefits not just individual businesses, but the entire region.

If your business is looking to capitalize on the Central Tablelands' entrepreneurial spirit, COLETEK stands ready to assist you every step of the way. Our passionate team will work tirelessly to ensure your voice is heard, your goals are achieved, and your vision becomes a reality.