AI & Machine Learning Services for The Entrance 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 The Entrance 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 The Entrance 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 The Entrance 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for reliability, innovation, and collaboration. With a national presence and expertise that spans multiple industries, we're proud to support businesses like yours based in The Entrance, New South Wales, Australia.

In an area rich in history and natural beauty, The Entrance is a thriving community with diverse economic drivers. When local businesses look for trusted partners to help them overcome complex engineering challenges or develop new products and services, they turn to COLETEK. Our team of experienced professionals draws on years of experience supporting businesses across Australia, from The Entrance, New South Wales, Australia to Perth, Western Australia.

COLETEK's unique value proposition lies in our ability to seamlessly integrate multiple disciplines – mechanical, electrical, software, and manufacturing – to deliver comprehensive solutions. Our experts work closely with clients to understand their unique needs, then leverage our collective expertise to develop tailored approaches that meet specific goals. By combining cutting-edge technology, tried-and-true methodologies, and a deep understanding of local market conditions, we empower businesses like yours to achieve greater success.

We're committed to building long-term relationships with local partners in The Entrance, New South Wales, Australia by delivering on our promises, meeting deadlines, and providing exceptional customer service. Our team is dedicated to collaborating with you, listening to your needs, and offering expert guidance to help you overcome challenges and seize opportunities.

Whether your business is focused on manufacturing, healthcare, construction, or another industry altogether, COLETEK stands ready to support your growth and innovation objectives. We operate throughout Australia, ensuring that our local presence in The Entrance, New South Wales, Australia underscores our commitment to serving the unique needs of this vibrant community.