AI & Machine Learning Services for Piggoreet 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 Piggoreet 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Piggoreet 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 Piggoreet 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 multidisciplinary engineering and product development company established in 2001, COLETEK is proudly serving businesses across Piggoreet, Victoria, Australia. With a strong national reputation built on innovation and reliability, we're dedicated to collaborating with local entrepreneurs and business owners to bring their ideas to life. Operating throughout Australia, including Piggoreet, Victoria, our team of experts has a deep understanding of the region's unique challenges and opportunities. We've developed an impressive track record of delivering results-driven solutions that drive growth and efficiency for businesses in various sectors across the area. As a partner, we take pride in our ability to work closely with clients, listening attentively to their needs and concerns. Our multidisciplinary approach allows us to bring together cutting-edge engineering, product development, and operational expertise, tackling complex problems head-on. By working together, we create tailored solutions that not only meet but exceed client expectations. In Piggoreet, Victoria, Australia in particular, our team is dedicated to empowering local businesses with the innovative products and services they need to thrive. From designing and developing custom solutions for manufacturing plants to creating software systems that streamline operations, we're committed to driving success for this vibrant community. When you partner with COLETEK, you can rely on our unwavering commitment to excellence, collaboration, and capability. Our experts are passionate about using their knowledge and skills to create positive change in the region, building strong relationships along the way. By leveraging our expertise, businesses like yours in Piggoreet, Victoria, Australia can overcome challenges, seize opportunities, and achieve lasting success.