AI & Machine Learning Services for Edi 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 Edi 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 Edi 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 Edi 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 key business hub in the Gippsland region, Edi, Victoria, Australia is home to a diverse range of industries and organizations. At COLETEK, we're proud to be based in this vibrant community and committed to serving businesses across Edi, Victoria, Australia with innovative engineering solutions that drive growth and success. Founded in 2001, COLETEK has established itself as a multidisciplinary Australian engineering and product development company that operates throughout the country. Our team of experts brings together expertise from various fields, including mechanical, electrical, materials science, and more. This unique blend of skills enables us to tackle complex challenges and deliver tailored solutions for businesses like yours in Edi, Victoria, Australia. For over two decades, we've been dedicated to building long-term relationships with our clients by providing reliable, collaborative, and capable support. By understanding the unique needs and goals of each organization, we empower businesses in Edi, Victoria, Australia to overcome obstacles, streamline operations, and capitalize on new opportunities. Our reputation as a trusted partner has earned us recognition across industries, from manufacturing and healthcare to logistics and energy. We're proud to have played a role in helping businesses in Edi, Victoria, Australia thrive by leveraging our engineering expertise to develop innovative products, improve processes, and implement cutting-edge technologies. Whether you're seeking to enhance your existing operations or explore new markets, we can help guide your decision-making with data-driven insights and actionable advice. In the dynamic business landscape of Edi, Victoria, Australia, staying ahead of the curve requires continuous innovation and improvement. At COLETEK, we share this commitment to excellence, constantly updating our skills and knowledge base to ensure we're always at the forefront of our field. By partnering with us, you can leverage the collective expertise of our team to drive progress and achieve your goals.