AI & Machine Learning Services for Franklinford 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 Franklinford 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 Franklinford 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 Franklinford 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 is proud to serve businesses across Franklinford, Victoria, Australia. Our reputation as a reliable and innovative partner has earned us trust from companies nationwide, and we're committed to bringing the same level of expertise and collaboration to our valued clients in Franklinford. With deep roots in Franklinford, Victoria, Australia, and a wealth of experience working with local businesses, COLETEK understands the unique challenges and opportunities facing organizations in this region. Our team is well-versed in the latest trends and technologies, allowing us to provide tailored solutions that meet the distinct needs of Franklinford's commercial landscape. COLETEK has earned its reputation as a trusted partner by consistently delivering high-quality results, building strong relationships with our clients, and continually investing in the latest technologies and innovations. This multidisciplinary approach enables us to tackle complex engineering challenges, develop cutting-edge products, and provide comprehensive solutions that drive business success. As Franklinford's businesses continue to grow and evolve, COLETEK is committed to being a trusted ally throughout every step of their journey. Whether you're looking to streamline operations, optimize processes, or develop innovative new products, our team is dedicated to providing the expertise, resources, and collaboration needed to succeed. By partnering with COLETEK, businesses across Franklinford, Victoria, Australia can leverage our collective knowledge, resources, and capabilities to achieve remarkable results. And as a locally-based company with a national reputation, we're uniquely positioned to support your organization's growth and development every step of the way.