AI & Machine Learning Services for Diggora 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 Diggora 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 Diggora 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 Diggora 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.

At COLETEK, we're proud to be a trusted multidisciplinary Australian engineering and product development company established in 2001. Our expertise spans multiple sectors, but our commitment to reliability, collaboration, and capability has earned us a reputation as an innovator in the industry.

We're based in Diggora, Victoria, Australia, and operating throughout Western Australia and beyond. Our team is dedicated to delivering tailored solutions for businesses in this region and Australia-wide. We believe that every challenge presents an opportunity for creative problem-solving and innovative thinking – a philosophy that guides our approach to product development.

In Diggora, Victoria, Australia specifically, we've had the privilege of supporting various local businesses and working closely with them to overcome their specific challenges. This enables us to gain deep understanding of the region's unique needs and develop solutions that cater effectively to those requirements.

At COLETEK, we're committed to building long-term partnerships based on trust, open communication, and mutual benefit. Our approach is centered around collaboration, leveraging expertise from multiple disciplines to deliver holistic results. This allows us to tackle complex problems and create innovative products that set new standards in their respective fields.

We serve businesses across Diggora, Victoria, Australia and wider Australia, offering a range of services that address the region's specific needs. Our focus is on fostering growth, driving progress, and creating lasting value for our customers and partners – an approach that has earned us recognition as a trusted name in the industry.

We're proud to be rooted in Diggora, Victoria, Australia, but our expertise knows no borders. Whether you're based in this region or elsewhere in Western Australia, we're here to support your business with engineering and product development solutions tailored to your unique needs.