From 2c88faf9c0dd8e92ae0a30457b451ff783f701dc Mon Sep 17 00:00:00 2001 From: alikia2x Date: Sun, 1 Sep 2024 22:31:52 +0800 Subject: [PATCH] add: readme --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..49aeb6d --- /dev/null +++ b/README.md @@ -0,0 +1,13 @@ +# sparkastML + +This repository contains the machine learning components for the [sparkast](https://github.com/alikia2x/sparkast) project. + +The primary goal of this lab is to enhance the search functionality of sparkast, enabling users to receive real-time answers as they type their queries. + +## Intention Classification + +The model located in the `/intention-classify` directory is designed to categorize user queries into predefined classes. + +We employ a Convolutional Neural Network (CNN) architecture combined with an Energy-based Model for open-set recognition. + +This model is optimized to be lightweight, ensuring it can run on a wide range of devices, including within the browser environment.