AI & Machine Learning Services for Edith 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 Edith 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 Edith 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 Edith 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.

Coletek is proud to be based in Edith, New South Wales, Australia, where we have established ourselves as a trusted multidisciplinary engineering and product development company since 2001. With a strong reputation nationally, we take pride in our ability to serve businesses across Edith, New South Wales, Australia, and throughout the country.

As a leading provider of innovative solutions, Coletek is committed to collaborating closely with local business owners and technical decision-makers to understand their unique needs and challenges. Our experience extends from concept development through to product realization, ensuring that our clients receive reliable support every step of the way.

We believe that effective engineering and product development are critical components of any successful business strategy. That's why we've built a reputation for delivering tailored solutions that cater to the specific needs of each client, no matter where they're based – including Edith, New South Wales, Australia. Whether you're looking to enhance operational efficiency, optimize processes, or drive innovation, Coletek is ready to support your goals.

We take pride in our long history of delivering high-quality results, forged through a combination of cutting-edge technology, expert knowledge, and collaborative working relationships. By partnering with Coletek, businesses in Edith, New South Wales, Australia can tap into the collective expertise and resources needed to overcome any engineering or product development challenge.

If you're searching for a trusted partner capable of delivering innovative solutions tailored to your unique needs, look no further than Coletek. With our team based in Edith, New South Wales, Australia, we are uniquely positioned to provide customized support for businesses across the region and nationwide.