AI & Machine Learning Services for Tresco 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 Tresco 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 Tresco 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 Tresco 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 valued member of the Tresco, Victoria, Australia business community, you're likely seeking dependable partners to drive your projects forward. COLETEK is proud to serve businesses across Tresco, Victoria, Australia with our expertise in engineering and product development. With over two decades of experience since our establishment in 2001, we've earned a reputation as trusted advisors for Australian industries. We take pride in offering multidisciplinary capabilities that cater to various sectors and industries. Our team of industry experts is dedicated to understanding your unique needs and collaborating closely with you to deliver solutions that surpass expectations. Whether you're refining existing processes or pioneering new technologies, we're committed to being a reliable partner, operating throughout Tresco, Victoria, Australia and beyond. Our commitment to innovation, reliability, and customer satisfaction has contributed significantly to our growth and national recognition. COLETEK is uniquely positioned to support businesses in Tresco, Victoria, Australia, offering tailored solutions that address distinct market needs. By leveraging our collective expertise across various disciplines, we can streamline your product development process, enhance engineering efficiency, or simply provide expert advice. Our comprehensive approach fosters long-term partnerships with clients like yours, acknowledging the importance of trust and communication. Let us put our extensive experience and capabilities at work for your business in Tresco, Victoria, Australia. Reach out to us today to initiate a collaboration that propels your vision forward.