Maurits KapteinThe challenges of scaling edge AI solutionsMoving your edge AI solution out into the field rapidly, and managing the solution remotely, is undeniably a challenge. However, help is on…Jul 18, 2023Jul 18, 2023
Maurits KapteininTowards Data ScienceMerging ONNX graphsJoin, Merge, Split, and concatenate ONNX graphs using sclblonnx.Aug 19, 2021Aug 19, 2021
Maurits KapteinEmotion recognition on the EdgeHow AI on the Edge (provided by Scailable) and LoRa (provided by KPN Things) jointly enable novel (I)IoT applications.Jun 8, 2021Jun 8, 2021
Maurits KapteininTowards Data ScienceCreating, editing, and merging ONNX pipelines.Apr 29, 20212Apr 29, 20212
Maurits KapteininTowards Data ScienceONNX for image processing from scratch?ONNX is being used more and more to store complex DNNs; however, its use far extends the simple storing of fitted models. This tutorial…Feb 8, 2021Feb 8, 2021
Maurits KapteininTowards Data ScienceCreating ONNX from scratchONNX provides an extremely flexible format to store AI/ML models and pipelines. To learn how, it's instructive to build an ONNX graph by…Feb 5, 20213Feb 5, 20213
Maurits KapteinThe making of “Update AI/ML models OtA”.Deploying trained AI models on edge devices might seem challenging. However, using minimal WebAssembly runtimes, and automatic conversion…Jan 15, 2021Jan 15, 2021
Maurits KapteininTowards Data ScienceSilo surface maintenance using dronesHow TensorFlow, ONNX, WebAssembly, and the Scailable platform team up to automatically detect and restore cracks in concrete surfaces.Dec 7, 2020Dec 7, 2020
Maurits KapteininTowards Data ScienceBandits, WebAssembly, and IoTAn uncommon combination allows efficient sequential learning on the edge.Nov 24, 2020Nov 24, 2020
Maurits KapteininTowards Data ScienceEfficient reinforcement learning on the edge?With orthogonal persistence we can implement sequential learning on Edge devices.Nov 2, 2020Nov 2, 2020