AI & Machine Learning Services for Collector 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 Collector 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 Collector 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 Collector 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 and innovative multidisciplinary Australian engineering and product development company established in 2001, we take pride in our reputation for delivering exceptional results to businesses across Collector, New South Wales, Australia, and beyond. Our team is dedicated to fostering strong relationships with local entrepreneurs, startups, and small to medium-sized enterprises, empowering them to succeed through cutting-edge designs, prototypes, and manufacturing solutions. Based in Collector, New South Wales, Australia, we operate throughout the region, providing reliable support for businesses navigating an increasingly complex competitive landscape. By partnering with us, you'll gain access to our collective expertise in engineering and product development, enabling you to tackle even the most ambitious projects with confidence. Our team is passionate about innovation, collaboration, and mutual growth. With a deep understanding of the needs and challenges unique to Collector, New South Wales, Australia, we're well-positioned to deliver value-added solutions that cater to the region's distinct business ecosystem. We've built a reputation for being a trusted extension of our clients' teams, providing hands-on support and expert guidance from concept development through production and deployment. As you navigate your next big venture, consider partnering with COLETEK – a company committed to nurturing innovation in Collector, New South Wales, Australia. Our team is ready to collaborate on your unique challenges, leveraging our collective experience and multidisciplinary approach to produce results that exceed expectations. By serving businesses across Collector, New South Wales, Australia, we're dedicated to driving growth, prosperity, and economic development in the region. So why choose COLETEK for your product development and engineering needs? We believe it's because of our commitment to collaboration, capability, and reliability – a trifecta that sets us apart. By choosing us as your trusted partner, you'll gain access to: * A multidisciplinary team with diverse skills and expertise * Proven experience in delivering innovative solutions for businesses across Collector, New South Wales, Australia * Scalable capabilities adaptable to your unique needs Now, we invite you to join forces with a like-minded innovator. Let's work together to build something remarkable that elevates your business – and the region as a whole.