AI & Machine Learning Services for Gentle Annie 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 Gentle Annie 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Gentle Annie 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 Gentle Annie 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is dedicated to supporting businesses across Gentle Annie, Victoria, Australia. Our commitment to collaboration and innovation has earned us a trusted reputation nationwide. With a strong foundation built on over two decades of experience, we've been privileged to work with local businesses and beyond. At the heart of our approach lies a passion for listening, understanding, and exceeding client expectations. Whether you're an existing Gentle Annie, Victoria, Australia-based business or looking to expand operations throughout Australia, rest assured that COLETEK is here to support your vision. Our expert engineers are well-equipped to develop novel solutions tailored to the unique needs of businesses in this region. With a wealth of experience behind us, we've honed our skills in product development and engineering across diverse industries. This adaptability allows us to navigate complex challenges and create bespoke solutions for businesses large and small. By understanding your distinct goals, COLETEK's multidisciplinary team will work closely with you to deliver high-quality products that meet the needs of Gentle Annie, Victoria, Australia's local market. In today's fast-paced business landscape, reliability is paramount. At COLETEK, we take pride in our track record of delivering results that exceed expectations. Our commitment to collaboration and open communication ensures seamless project execution. By partnering with COELTEK, you can be assured of a trusted engineering partner who genuinely understands the complexities of operating within Gentle Annie, Victoria, Australia. When it comes to product development and engineering, businesses across Gentle Annie, Victoria, Australia can count on COLETEK for innovative solutions that drive growth and success. Our capabilities are designed to address the specific needs of local companies seeking to establish a strong presence in this region. Join forces with us, and let's harness our collective expertise to create something truly remarkable.