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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…

Recently, the use of deep learning is accelerating faster than ever. We have been providing deep learning IDE called Neural Network Console that makes it easy for anyone to utilize deep learning since 2017. And we have also been providing videos (Japanese) on YouTube that explains the basics of deep learning and how to use the Neural Network Console for those who want to learn deep learning quickly since 2018. Today, we have translated the basic contents of these videos…

We have updated Neural Network Console Windows today. This post will introduce the major updates. ・Direct compatibility for Wav files ・Refinements for more convenient trial-and-error ・New plugins, layers, solvers   1. Direct compatibility for Wav files Previously, you had to convert wav files to csv files to make it compatible, but now you can treat it in the same way as image files and load it simply by adding a cell for the wav files in your dataset csv file….

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. In this post, we will describe the following major updates. ・Training with Neural Network Console Cloud’s computational resources ・Export to TensorFlow format (.pb) (beta) ・Addition of LIME, Inference plugins   1. Training with Neural Network Console Cloud’s computational resources Before we execute training We can now select Neural Network Console Cloud’s training resources from the menu （※1）. By executing training with cloud version’s computational resources, the project and the dataset are automatically uploaded…

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…

We have updated Neural Network Console Windows today. We would like to introduce new functionalities and their usages in this post. ・Error (misclassification) analysis function, Sorting inference results ・Output html report ・other functionalities / improvements   1. Error (misclassification) analysis function & sorting inference results Users can display the misclassified data from the confusion matrix of the inference results of binary or multi-way classification problems. To do so, double-click the corresponding cell on confusion matrix, or select List from the…

We have updated Neural Network Console Windows. We would like to introduce new functionalities and their usages in this post. ・Support Exporting to ONNX and NNB files ・Support Importing from ONNX and NNP files ・Support Mixed-Precision Training ・Other functionalities and improvements   1. Support Exporting to ONNX and NNB files Cloud version has already been able to export to and download as ONNX, NNP, NNB files, and now Windows version is also able to export to these formats. Setting export…