AI & Machine Learning Services for Canley Heights 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 Canley Heights 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 Canley Heights 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 Canley Heights 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 trusted engineering and product development company, COLETEK is proud to serve businesses across Canley Heights, New South Wales, Australia. Established in 2001, we've built a reputation as a multidisciplinary powerhouse, delivering innovative solutions that drive growth and success for organizations nationwide. Our roots are firmly planted in the Australian market, which drives our commitment to understanding local needs and adapting our expertise to support businesses like yours. In Canley Heights, New South Wales, Australia, you'll find a vibrant community of entrepreneurs and industry leaders who require reliable partners to help them achieve their goals. At COLETEK, we understand the importance of collaboration and trust in achieving remarkable results. We're dedicated to forming long-term relationships with our clients, listening to their challenges, and delivering tailored solutions that meet their unique needs. Our team is comprised of experienced engineers and product developers who share a passion for innovation and problem-solving. By combining our expertise in engineering and product development, we've developed capabilities that enable us to support businesses across various sectors. Whether you're looking to improve processes, develop new products, or enhance your operations, COLETEK has the skills and knowledge to help you succeed. As a trusted partner to businesses throughout Australia – including Canley Heights, New South Wales, Australia – we're committed to providing exceptional service, innovative thinking, and uncompromising reliability. Our team is proud to call this region home and remains dedicated to supporting local organizations in their pursuit of excellence. If your business is based in Canley Heights, New South Wales, Australia, or operating throughout Australia, you deserve a partner that can support your growth and success. At COLETEK, we're confident in our ability to provide the expertise, resources, and guidance necessary to help you achieve remarkable results. We'd be delighted to discuss how we can support your business goals.