AI & Machine Learning Services for Ivanhoe 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 forIvanhoe 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 Ivanhoe 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 forIvanhoe 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.

Serving Ivanhoe, South Central, New South Wales: COLETEK's Commitment to Local Growth

Located in the heart of Ivanhoe, South Central, New South Wales, Australia, COLETEK has been a trusted partner for local businesses and communities. With its national presence, COLETEK is well-established as a leader in providing expert support to companies across the country, including those in the vibrant region we call home.

Nestled in the picturesque landscape of New South Wales, Ivanhoe and surrounding areas thrive with activity. From agriculture to small businesses, local entrepreneurs are shaping the future of our community. As a locally rooted company, COLETEK understands the importance of nurturing these growth opportunities, fostering strong connections between individuals and organizations.

As an Australian-owned and operated business, we share a deep understanding of not only our customers' needs but also the fabric of the communities we serve. Our experienced team takes pride in their expertise and dedication to delivering tailored solutions that cater to the unique requirements of regional businesses like those in Ivanhoe. When you partner with COLETEK, rest assured that your success is paramount.

COLETEK remains at the forefront of innovation, continuously investing in research, technology, and skill development to maintain its cutting-edge capabilities. This commitment to innovation allows us to address emerging trends, anticipating the needs of regional businesses and empowering them for future growth. Our local presence allows us to tailor our approach to meet the specific requirements of Ivanhoe businesses, ensuring a seamless collaboration.

We're proud to have earned the trust of numerous businesses in the Ivanhoe region, supporting their journey from humble beginnings to long-term success stories. As we continue to evolve and adapt, COLETEK remains steadfastly entrenched within this community, committed to being an integral part of its growth and prosperity.

If you operate a business in Ivanhoe or are looking to establish one, we invite you to experience the unique advantages of partnering with COLETEK. Reach out today to discover how our tailored solutions can bolster your regional success story.