AI & Machine Learning Services for Dry Diggings 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 Dry Diggings 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 Dry Diggings 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 Dry Diggings 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 or technical decision-maker in Dry Diggings, Victoria, Australia, you understand the importance of reliable engineering and product development expertise to drive your organization forward. That's where COLETEK comes in – a multidisciplinary Australian company established in 2001 with a trusted national reputation for delivering innovative solutions.

We're proud to be based in Dry Diggings, Victoria, Australia, serving local businesses across the region and extending our support throughout Australia. Our team of experienced professionals is dedicated to collaboration and capability – we work closely with clients to understand their unique challenges and develop tailored engineering and product development solutions that meet their needs.

In today's fast-paced digital landscape, it's more critical than ever for organizations in Dry Diggings, Victoria, Australia to have access to reliable, innovative partners who can help them stay ahead of the curve. At COLETEK, we're committed to providing just that – a trusted partnership that will help you achieve your business goals and overcome any technical hurdles.

Whether you're looking to develop new products, enhance existing processes, or drive digital transformation in your organization, our multidisciplinary team is equipped to support businesses across Dry Diggings, Victoria, Australia, and beyond. We'll work alongside you every step of the way, ensuring that your projects are executed with precision, reliability, and a focus on delivering results.

So why settle for mediocrity when you can partner with a trusted engineering and product development company like COLETEK? Let us be your go-to expert in Dry Diggings, Victoria, Australia – and together, let's build something remarkable.