AI & Machine Learning Services for Hernes Oak 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 Hernes Oak 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 Hernes Oak 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 Hernes Oak 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 trusted engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and unparalleled capability. Headquartered in Australia, our multidisciplinary team has supported businesses across Hernes Oak, Victoria, Australia and throughout the nation.

We take pride in our national presence, with staff based in strategic locations like Hernes Oak, Victoria, Australia. This allows us to provide local companies with tailored solutions that meet their unique needs. Our clients appreciate the flexibility of working with a well-resourced and forward-thinking organization like COLETEK.

Our team's extensive experience in engineering and product development enables us to address complex challenges faced by businesses across Hernes Oak, Victoria, Australia. Whether you're seeking innovative solutions for your products or services, or require expert support in developing cutting-edge technology, we've got the expertise to help.

We understand that partnering with an external organization can be daunting, especially when working on mission-critical projects. That's why we prioritize building strong, collaborative relationships with our clients across Hernes Oak, Victoria, Australia. By engaging closely with your team, we ensure a deep understanding of your goals and objectives, facilitating informed decision-making throughout the development process.

At COLETEK, we're committed to delivering exceptional outcomes that drive real value for businesses in Hernes Oak, Victoria, Australia. Our capabilities are built around a rich heritage of engineering acumen, creativity, and a passion for innovation. Let us bring our expertise to your organization and help you stay ahead of the curve.