AI & Machine Learning Services for Hesse 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 Hesse 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 Hesse 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 Hesse 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.

Are you a business owner or technical decision-maker seeking innovative solutions to drive success in Hesse, Victoria, Australia? Look no further than COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. With our trusted national reputation, we're here to support your operations in the region. Located in Hesse, Victoria, Australia, we're uniquely positioned to serve businesses across the area, leveraging our expertise in engineering and product development to drive growth and innovation. Our team of experienced professionals has a deep understanding of the local industry landscape, ensuring that our solutions are tailored to meet the unique needs of organizations based in Hesse. At COLETEK, we pride ourselves on being more than just an engineering company – we're trusted partners who collaborate with clients to develop customized products and processes that drive real results. With a proven track record of delivering high-quality outcomes across various industries, we've earned a reputation as a reliable expert in the sector. Whether you're looking to improve operational efficiency, create new revenue streams, or stay ahead of the competition, our team is dedicated to delivering innovative solutions that meet your specific needs. Based in Hesse, Victoria, Australia, we operate throughout the region and beyond, serving businesses like yours with a focus on collaboration, reliability, and capability. Our extensive experience has equipped us to handle complex projects, from concept development to production and implementation. By partnering with COLETEK, you can rest assured that your project is in capable hands, backed by our commitment to delivering exceptional outcomes. If you're looking for trusted engineering and product development expertise that understands the Hesse, Victoria, Australia market, look no further than COLETEK. We're excited to explore how we can support your operations and help drive success.