AI & Machine Learning Services for Little Desert 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 Little Desert 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 Little Desert 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 Little Desert 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.

In the heart of Victoria, Australia, lies a remarkable region – Little Desert. A haven for nature enthusiasts and entrepreneurs alike, this area is teeming with opportunities waiting to be seized. As a trusted national engineering and product development company established in 2001, COLETEK has been serving businesses across Little Desert, Victoria, Australia for years.

As a multidisciplinary team of experts, we take pride in our ability to deliver innovative, reliable solutions that drive growth and prosperity. With extensive experience spanning various industries and sectors, COLETEK is well-equipped to support local businesses in their quest for excellence. At the core of our approach lies collaboration – we believe that by working closely with our clients, we can create truly remarkable experiences.

Based in Little Desert, Victoria, Australia, we've had the privilege of building long-lasting relationships with numerous businesses throughout this stunning region. From small startups to established organizations, our team is committed to helping the local economy thrive through tailored solutions and a deep understanding of the community's needs. Operating throughout Australia, we're uniquely positioned to provide comprehensive support that caters to diverse industry requirements.

What sets us apart is our unwavering focus on capability, reliability, and trust. We understand that every business is unique, with its own set of challenges and goals. That's why we've cultivated an environment that encourages open communication, creative thinking, and a passion for innovation. By serving businesses across Little Desert, Victoria, Australia, we aim to create a brighter future for the local community.

At COLETEK, we believe in empowering local entrepreneurs to achieve their vision. If you're looking for a trusted partner to help you drive your business forward, look no further. Contact us today and let's build something remarkable together – tailored solutions that will take your venture to new heights.