Microsoft Azure IoT edge

Just launched before IoT expo Amsterdam 2018 (19-20 June 2018), a brilliant approach by Microsoft Azure: embedding intelligence to the IoT devices (namely IoT edges), proposing containerized-driven devs-ops using all their SaaS, providing a public registry for massive involvement, and building a partnership with IoT hardware vendors. It’s a big ecosystem. Just get the deployment … Read moreMicrosoft Azure IoT edge

GPU Inference at Edge: NVIDIA Jetson TX-2

NVIDIA Jetson TX2, a 64-bit arm board equipped with 256 CUDA cores (Pascal architecture), has arrived at the home during the holiday season. I was so lucky having the board together with the development kit for only 300 Eur, including the shipping fee (from UK to NL) due to the educational discount (the normal price … Read moreGPU Inference at Edge: NVIDIA Jetson TX-2

Deep learning inference on android phone

The demo that you’ll always see at any AI/IoT expo/exhibition!The difference is that I’m using my Android instead of a PC or a development board like Rasberry Pi.  The application could be downloaded from Google Play (not mine!). Its name is Object Detector and Classifier (Try it! Believe me, it’s fun!). It uses Mobilenet v2 … Read moreDeep learning inference on android phone

Combining neural network and GPU in Google Cloud Platform

Imagine we want to recognize/identify an object in the images streamed from camera feeds (such as to recognize thief/suspect at the immigration checkpoint, airports, stations, etc.). To do that, the convolutional neural network (CNN) is currently the most used method. Such popular CNN architectures such as LeNet, AlexNet, VGG, GoogLeNet, ResNet, YOLO, etc. could be … Read moreCombining neural network and GPU in Google Cloud Platform