AI & Machine Learning Services for Pine View 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 Pine View 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 Pine View 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 Pine View 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 business owner in Pine View, Victoria, Australia, you know how crucial it is to have trusted partners to help your company thrive. Since 2001, COLETEK has been a driving force in the Australian engineering and product development landscape, priding ourselves on our multidisciplinary approach and innovative spirit. With decades of experience working with clients across Pine View and beyond, we've honed our skills to provide reliable support that empowers your business to reach new heights. Operating throughout Australia, including Pine View, Victoria, Australia, COLETEK is uniquely positioned to understand the diverse needs of local businesses. Our team collaborates closely with our clients, leveraging their expertise and knowledge to develop tailored solutions that address specific challenges and capitalize on opportunities. By partnering with us, you can rely on our collective expertise in engineering and product development to drive growth, improve efficiencies, and minimize risks. What sets COLETEK apart is our commitment to collaboration and communication. We take the time to listen, understand your goals, and work closely with you to co-create innovative solutions that meet your unique needs. Our team of experienced engineers and product developers draw upon their extensive knowledge to develop cutting-edge products and services that not only exceed expectations but also address the evolving demands of Pine View's thriving business community. Throughout our history, COLETEK has consistently demonstrated its dedication to delivering exceptional results for businesses across the region. By entrusting us with your project or initiative, you can rest assured that we'll be there every step of the way, offering support, guidance, and innovative solutions tailored to your specific needs. Now, more than ever, it's essential to have a trusted partner like COLETEK on your side as you navigate the complexities of doing business in Pine View, Victoria, Australia. As a local business leader, you deserve the best-in-class engineering and product development expertise that can help drive growth, enhance efficiency, and minimize risks.