AI & Machine Learning Services for Twenty Forests 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 Twenty Forests 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 Twenty Forests 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 Twenty Forests 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, COLETEK has built a reputation as a trusted partner for businesses throughout Australia. Our expertise extends to supporting companies based in Twenty Forests, New South Wales, Australia, who require reliable solutions to drive their operations forward. With over two decades of experience, we've fostered long-lasting relationships with clients from various sectors by delivering innovative and collaborative approaches. When you work with COLETEK, you can expect a comprehensive understanding of your unique challenges and tailored engineering expertise that aligns perfectly with your goals. Our team is dedicated to partnering with local businesses in Twenty Forests, New South Wales, Australia, and the surrounding areas. By leveraging our extensive knowledge base, we'll help you overcome any technical hurdles or product development challenges, ensuring a smoother transition into new markets or opportunities. As a seasoned engineering partner, COLETEK offers a unique blend of strategic thinking, creativity, and real-world problem-solving expertise. In Twenty Forests, New South Wales, Australia, your business can benefit from our versatile capabilities without the limitations that often come with working with larger corporations. We pride ourselves on being approachable, responsive, and committed to delivering exceptional results. Whether you're looking to develop a new product, improve operational efficiency, or navigate complex technical issues, COLETEK stands ready to support your organization. As we continue to grow and evolve alongside the communities we serve, our commitment to Twenty Forests, New South Wales, Australia remains unwavering. By partnering with us, you'll gain access to a network of expert engineers, product developers, and industry professionals who understand the unique demands and opportunities presented by the region. Let’s build something remarkable together.