AI & Machine Learning Services for Green Forest 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 Green Forest 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 Green Forest 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 Green Forest 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.

In the heart of Green Forest, New South Wales, Australia, you'll find a community that embodies innovation and resilience. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to be operating throughout this region, serving businesses across Green Forest, New South Wales, Australia with unparalleled expertise.

With over two decades of experience in the engineering sphere, we've earned a reputation as trusted advisors and innovative problem-solvers. Our team of experts is equipped to tackle diverse challenges, from complex product development to process optimization and reliability analysis. Based in Green Forest, New South Wales, Australia, we're well-positioned to support local businesses throughout their growth journey.

COLETEK's commitment to collaboration and capability has allowed us to build long-standing relationships with clients across various industries. Our approach is centered on understanding the unique needs of each business, empowering them to overcome challenges and capitalize on opportunities. In Green Forest, New South Wales, Australia, you'll find a community that values resilience and determination – qualities we champion in our work.

Whether you're looking to optimize processes, develop new products, or drive efficiency improvements, COLETEK's multidisciplinary team is dedicated to delivering tailored solutions. With our roots firmly planted in Green Forest, New South Wales, Australia, you can be assured that our expertise and dedication are unwaveringly focused on supporting the growth and success of local businesses.

To stay ahead in today's fast-paced environment, it's crucial to partner with a trusted engineering and product development company that understands the nuances of your industry. COLETEK is well-equipped to rise to this challenge, leveraging decades of experience and innovative thinking to drive meaningful outcomes for clients across Green Forest, New South Wales, Australia.