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https://github.com/dofire/text2emotions-backend

Text to emotions using RNN, FastAPI, simple and fun 🔥
https://github.com/dofire/text2emotions-backend

backend backend-api emotions-detection emotions-recognition fastapi python rnn tesorflow text-classification text-to-emotion

Last synced: 22 days ago
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Text to emotions using RNN, FastAPI, simple and fun 🔥

Host: GitHub
URL: https://github.com/dofire/text2emotions-backend
Owner: dofire
Created: 2023-09-30T14:34:21.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-10-17T07:35:27.000Z (about 1 year ago)
Last Synced: 2024-12-03T10:42:42.735Z (about 1 month ago)
Topics: backend, backend-api, emotions-detection, emotions-recognition, fastapi, python, rnn, tesorflow, text-classification, text-to-emotion
Language: PureBasic
Homepage:
Size: 30.2 MB
Stars: 1
Watchers: 2
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

### Text to Emotions API ⚡
This is the `backend` project that implements my [Text to Emotions Model](https://github.com/TorryDo/text2emotions_RNN) 🤖 using [FastAPI](https://github.com/tiangolo/fastapi) ⚡

### How to run?

1. clone this repository
```
git clone --recursive [URL_HERE]
```
2. install required packages from `requirements.txt`
3. run FastAPI app using terminal command:
```
uvicorn src.main:app --reload
```
4. go to: http://127.0.0.1:8000/

### Demo

![image](https://github.com/TorryDo/text2emotions_backend/assets/85553681/04d27cec-5dd7-4f7f-9eba-60bdc4a8f6c8)