AI & Machine Learning Services for Triangle Flat 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 forTriangle Flat 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 Triangle Flat 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 forTriangle Flat 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.

Dedicated Support for Local Businesses in Triangle Flat and Beyond

Located in the heart of the Central Tablelands, New South Wales, Australia, Triangle Flat is a vibrant local community that embodies the spirit of rural Australia. As a trusted Australian company with years of experience, COLETEK has been committed to supporting businesses like yours, right here in this beautiful region and far beyond. As your go-to partner for all your business needs, we're proud to have a strong national reach and a deep understanding of the unique challenges faced by local entrepreneurs. Our team is passionate about helping you succeed, whatever your industry or size may be. We've developed a reputation for being approachable, responsive, and innovative in our solutions, always putting the needs of our clients first. Our roots are firmly planted in this community, with a solid understanding of the dynamics that drive local economies. We're not just another large corporate entity; we're a part of the fabric that makes Triangle Flat such a wonderful place to live and work. Our people live here, shop here, and volunteer here – just like you. COLETEK's trustworthiness is rooted in our commitment to putting your interests first. We understand that building strong relationships takes time, effort, and dedication. That's why we're dedicated to providing personalized support tailored to the distinct needs of local businesses in Triangle Flat and surrounding areas. From start-ups to established companies, you can count on us for expert guidance, creative solutions, and unwavering trust. When it comes to innovation, we're always pushing the boundaries of what's possible. Our team is comprised of forward-thinking individuals who are passionate about using technology to drive growth, improve operations, and streamline decision-making processes. With COLETEK by your side, you'll have access to a wealth of knowledge and expertise that will help you stay ahead of the competition. As a business with deep roots in this region, we're proud to support local entrepreneurs and innovators like yourself. We believe that our shared vision for Triangle Flat's continued growth and prosperity is what drives us forward – every day. So why wait? Let's work together to take your business to new heights! Contact Us