AI & Machine Learning Services for Cannie 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 Cannie 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 Cannie 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 Cannie 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 Cannie – a thriving hub for businesses and communities alike. As a trusted multidisciplinary engineering and product development company established in 2001, COLETEK is proud to serve a wide range of clients across Cannie, Victoria, Australia, providing innovative solutions that drive growth and success.

Leveraging our expertise, creativity, and years of experience, we've built a reputation as a trusted partner for businesses seeking reliable and collaborative engineering and product development services. Our team of experts works closely with clients to understand their unique needs, preferences, and goals, delivering tailored solutions that meet the highest standards.

We take pride in our ability to support businesses across Cannie, Victoria, Australia, as well as throughout Australia, helping them overcome challenges, optimize processes, and capitalize on new opportunities. Our extensive experience, combined with our passion for innovation and continuous learning, enables us to stay abreast of the latest trends, technologies, and methodologies.

At COLETEK, we're committed to building lasting relationships, fostering trust, and delivering exceptional results that exceed expectations. Whether you're a local business looking to expand your reach or an organization seeking expertise in engineering and product development, we're here to support your growth ambitions – in Cannie, Victoria, Australia and beyond.

We understand the unique challenges faced by businesses operating in Cannie, Victoria, Australia, and the importance of staying ahead in a rapidly evolving market. With our expertise, guidance, and unwavering commitment, you can trust us to provide the engineering and product development support you need to thrive – locally and nationally.