AI & Machine Learning Services for Amor 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 Amor 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 Amor 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 Amor 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 the charming town of Amor, where innovative businesses flourish. As an integral part of this bustling community, COLETEK is proud to serve as a trusted ally for local companies seeking engineering and product development expertise.

As a multidisciplinary Australian company established in 2001, COLETEK has built a national reputation for delivering exceptional results through collaboration, innovation, and unwavering dedication. Our roots run deep in Australia's engineering landscape, allowing us to tap into the nation's vast talent pool and cutting-edge knowledge.

Operating throughout Victoria, including Amor, our experienced team supports businesses of all sizes, helping them overcome challenges and seize new opportunities. Whether it's leveraging advanced technologies, streamlining operations, or driving product innovations, we empower local companies to thrive in today's fast-paced market.

Far from just being an engineering company, COLETEK is a partner that values reliability, trust, and creativity. We foster robust relationships with our clients, working closely to understand their unique needs and goals. By combining our technical expertise with industry-specific insights, we craft tailored solutions that drive tangible results – and ultimately help Amor's businesses succeed.

As the needs of local businesses in Amor, Victoria, Australia evolve, so too do our capabilities. We continue to invest in top-notch talent, leading-edge tools, and pioneering methodologies – ensuring we stay ahead of the curve and deliver optimal outcomes for our clients.