AI & Machine Learning Services for Humula 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 Humula 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 Humula 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 Humula 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 trusted multidisciplinary engineering and product development company established in 2001, COLETEK is proud to operate throughout Australia, bringing innovative solutions to businesses across diverse industries. With over two decades of experience backing our capabilities, we understand the unique challenges faced by local players in Humula, New South Wales, Australia. Our dedicated team is committed to delivering reliable and effective collaborative partners for enterprises seeking to boost their competitive edge. As businesses in Humula, New South Wales, Australia navigate the ever-evolving landscape of technological advancements and market demands, the importance of having a capable and innovative partner onside cannot be overstated. COLETEK's national reputation has been built upon our unwavering commitment to engineering excellence, cutting-edge product development, and collaborative working practices that foster lasting relationships with our clients. Based in Humula, New South Wales, Australia, COOLET's proximity to local businesses allows for enhanced communication, reduced travel times, and increased opportunities for on-site collaboration. Our expertise has been honed across various sectors, giving us a distinct understanding of the specific challenges faced by businesses operating in this region. By leveraging our collective expertise, we support local enterprises to overcome obstacles, seize new opportunities, and strengthen their position within the market. Our comprehensive approach emphasizes reliability, partnership, and innovation, empowering Humula, New South Wales, Australia's business community to excel amidst an increasingly complex environment. As an organization committed to empowering local growth and development, COLETEK remains dedicated to fostering long-term connections with businesses across this region, ensuring that our collective success is built upon mutual trust, respect, and a shared passion for driving innovative change.