AI & Machine Learning Services for Deddick Valley 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 Deddick Valley 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Deddick Valley 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 Deddick Valley 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.

For over two decades, COLETEK has been the go-to engineering and product development partner for businesses across Deddick Valley, Victoria, Australia. Our team of experts has a national reputation built on reliability, collaboration, and capability, making us an ideal choice for local entrepreneurs and established companies alike. As a multidisciplinary Australian company established in 2001, we've witnessed the evolution of industries and technologies, enabling us to adapt and innovate in response. This unique combination of experience and innovation has allowed us to develop tailored solutions that meet the distinct needs of Deddick Valley businesses. Whether you're launching a new product or streamlining operations, our comprehensive approach ensures your success. Our dedication to serving businesses throughout Deddick Valley, Victoria, Australia is unwavering, as we recognize the importance of local partnerships and growth. We're not just a national company with global connections; we're a member of this community, committed to making a positive impact on the region's economy and development. COLETEK's engineering expertise is unparalleled, thanks to our team's diverse skill sets and passion for solving complex problems. Our capabilities encompass every stage of product development, from concept design to prototyping, testing, and manufacturing. Whether you're looking to improve an existing process or create something entirely new, we'll work in collaboration with you to bring your vision to life. For businesses in Deddick Valley, Victoria, Australia seeking trusted partners for their engineering needs, look no further than COLETEK. We'd be honored to leverage our expertise, innovation, and national reputation to help you achieve your goals. Let's build something remarkable together.