AI & Machine Learning Services for Fishing Point 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 Fishing Point 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 Fishing Point 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 Fishing Point 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 pride ourselves on being a trusted national engineering and product development company established in 2001. With years of experience and a strong reputation across the country, we're uniquely positioned to support businesses like yours operating in Fishing Point, New South Wales, Australia. As a multidisciplinary organization, Coletek's team of experts is equipped to tackle any project that comes our way. We take pride in providing reliable solutions that meet the unique needs of your business, whether you're looking for product development, engineering consulting, or innovative problem-solving expertise. With offices based in Fishing Point, New South Wales, Australia, we're well-versed in the local industry and committed to helping businesses like yours thrive. When it comes to fishing for innovative solutions, COLETEK is the right catch! Our team has a proven track record of delivering high-quality results that meet our clients' needs. We understand that every business operating in Fishing Point, New South Wales, Australia faces unique challenges and opportunities. That's why we take a collaborative approach to engineering and product development, working closely with our partners to build solutions that are tailored to their specific requirements. Throughout our history, COLETEK has built a reputation for being reliable, responsive, and capable of delivering complex projects on time and within budget. Whether you're looking to develop a new product, optimize your existing operations, or simply find innovative ways to stay ahead of the competition, we're here to support you every step of the way. So why settle for anything less than the best when it comes to engineering expertise? Let us leverage our multidisciplinary capabilities and national reputation to help drive growth and success in Fishing Point, New South Wales, Australia. Contact us today to learn more about how COLETEK can assist your business or organization.