Articles by Shinichiro Takahashi

We have updated the Neural Network Console Windows today. This post will introduce the major updates. ・Addition of various pre-processing plugins to facilitate dataset creation ・Addition of export function in TensorFlow 2.0 saved_model format and tflite format (beta) ・Reduce GPU memory required for training and addition of Out-of-Core function to train a large model that exceeds the size of GPU memory ・Addition of SHAP, SHAP(batch) and TracIn plugins ・Others   1. Addition of various pre-processing plugins Various new pre-processing plugins…

We have updated the Neural Network Console Windows today. This post will introduce the major updates. ・ Custom unit function ・ Import as unit function of pre-trained model ・ Addition of XAI related plug-ins   1. Custom unit function A function has been added that allows you to register your own defined unit as a component and add it to the network with a simple operation. The usage of the custom unit function is as follows. 1. Edit the network…

Today, we have updated the Neural Network Console cloud version. Please refer to the Japanese page for details.

We have updated Neural Network Console Windows. With this version upgrade, there is no function added, and the problem at the time of authentication reported by some users has been resolved. Version 1.60 released the other day used WebView in the application at the time of authentication, but this caused some problems, so we changed the operation to launch the Web browser separately and perform authentication. If you can not use because of a problem at the time of authentication,…

We have updated Neural Network Console Windows today. In this version, plug-ins are now available for post-processing evaluation results. To use the plug-in, right-click the evaluation result of the EVALUATION tab to open a shortcut menu, and click Plugin. The four plug-ins added this time are introduced below.   Grad-CAM Grad-CAM (*1) is one of the popular methods for visualizing input data that greatly affects recognition results. To use Grad-CAM, Run training and evaluation in image recognition project using Convolutional…