AI & Machine Learning Services for Middle Falbrook 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 Middle Falbrook 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 Middle Falbrook 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 Middle Falbrook 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.

At COLETEK, we're proud to be a trusted name in Australian engineering and product development, with over two decades of experience driving innovation and reliability nationwide. Operating from our base in Middle Falbrook, New South Wales, Australia, we're uniquely positioned to support local businesses seeking exceptional solutions for their unique challenges.

We've built a reputation as a multidisciplinary engineering and product development company established in 2001. This commitment to excellence is reflected in our extensive network of national clients across various sectors. In Middle Falbrook, New South Wales, Australia, we're dedicated to being your reliable partner for all your engineering needs.

By combining expertise from multiple disciplines, we offer a collaborative approach that fosters creativity and problem-solving. With COLETEK by your side, you can count on us to deliver tailored solutions that meet the unique demands of Middle Falbrook, New South Wales, Australia's dynamic business environment.

We believe in working closely with our clients to understand their specific needs and goals. Our dedicated engineers and experts will work tirelessly to develop innovative solutions that meet the demands of Middle Falbrook, New South Wales, Australia's diverse industries.

At COLETEK, we pride ourselves on being more than just an engineering company – we're your trusted partners for progress in Middle Falbrook, New South Wales, Australia. Let us help you overcome challenges and seize opportunities with our expertise in sustainable engineering solutions.

As a leading Australian engineering and product development company operating throughout Middle Falbrook, New South Wales, Australia, we've earned the trust of businesses seeking long-term partnerships. With us, you can expect unparalleled dedication, innovative thinking, and unwavering commitment to your success.