AI & Machine Learning Services for Fosterville 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 Fosterville 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 Fosterville 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 Fosterville 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for trustworthiness, reliability, and collaboration. Our team of experts works closely with clients across the nation, including businesses in Fosterville, Victoria, Australia, to deliver cutting-edge solutions that drive growth and success. Our long history of innovation has equipped us with the skills and expertise to tackle complex challenges. Whether you're an entrepreneur, small business owner, or leader in a larger organization, our commitment to excellence means you can count on COLETEK to provide expert support. By basing our operations throughout Australia, including Fosterville, Victoria, Australia, we can more effectively serve local businesses seeking innovative solutions. At COLETEK, we pride ourselves on being a one-stop-shop for your engineering and product development needs. Our comprehensive capabilities allow us to work seamlessly with your teams to design, develop, and implement customized solutions that meet specific requirements. Our experience in Fosterville, Victoria, Australia has shown us the importance of understanding local markets and tailoring our approach to suit individual business needs. What sets us apart is our unwavering dedication to fostering lasting relationships built on trust, reliability, and open communication. By partnering with COLETEK, you can tap into a wealth of knowledge, expertise, and network of resources that will help take your organization to the next level. Whether you're seeking solutions for a specific industry or geographic area like Fosterville, Victoria, Australia, our team is equipped to provide the guidance and support you need. So why partner with COLETEK? Let's build something remarkable together.