AI & Machine Learning Services for Dalton 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 Dalton 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 Dalton 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 Dalton 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 multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been dedicated to delivering exceptional results, building on our reputation as trusted partners for businesses across the country, including Dalton, New South Wales, Australia. As a locally based company with national reach, we're well-positioned to support your operations, whatever your industry or sector may be. Our extensive experience and innovative approach enable us to collaborate effectively with clients from various fields, offering tailored solutions that drive growth and success. Whether you're looking to enhance existing products, develop new ones, or optimize your engineering processes, our team is equipped to tackle the challenge. COLETEK's capabilities are deeply rooted in engineering and product development, allowing us to provide holistic support for businesses based in Dalton, New South Wales, Australia and throughout Australia. Our commitment to reliability, quality, and customer satisfaction has consistently earned us a reputation as a trusted partner for local organizations looking to improve their competitiveness, efficiency, or innovation. As you navigate the complex landscape of engineering and product development, it's essential to have a reliable partner who understands your unique needs and challenges. By choosing COLETEK, you can leverage our expertise in designing, developing, and delivering innovative solutions that meet your business goals and aspirations. When it comes to engineering and product development, Dalton, New South Wales, Australia companies need a trusted ally like COLETEK – we're committed to being that reliable partner. As the region's vibrant businesses continue to evolve and grow, so too must their approach to innovation and competitiveness. At COLETEK, we believe in empowering local organizations to reach new heights by providing them with cutting-edge engineering and product development expertise. Our focus on collaboration, creativity, and customer satisfaction has yielded remarkable results for clients across Dalton, New South Wales, Australia and beyond.