This repository applies Deep Learning techniques for depression detection in text, using LSTM, GRU, BiLSTM, BERT models, and a baseline FFNN. It also includes data visualizations, autoencoder semantics, KMeans clustering, and detailed performance comparisons.
☆19Jul 14, 2023Updated 3 years ago
Alternatives and similar repositories for Hybrid-Approach-To-Depression-Detection
Users that are interested in Hybrid-Approach-To-Depression-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Comparing Selective Masking Methods for Depression Detection in Social Media☆12Jun 3, 2023Updated 3 years ago
- A baseline for Weibo User Depression Detection Dataset (WU3D)☆37Mar 14, 2022Updated 4 years ago
- Official codebase for "Context Aware Deep Learning for Multi Modal Depression Detection" [ICASSP 2019, Oral]☆11Dec 26, 2024Updated last year
- This repository contains the code of our winning solution for the Shared Task on Detecting Signs of Depression from Social Media Text at …☆26May 12, 2023Updated 3 years ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆12Jan 18, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Detect Depression with AI Sub-challenge (DSS) of AVEC2019 experienment version via YZK☆15May 28, 2021Updated 5 years ago
- Detecting depressed Patient based on Speech Activity, Pauses in Speech and Using Deep learning Approach☆20Jan 5, 2023Updated 3 years ago
- ☆15Sep 24, 2021Updated 5 years ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆93Sep 20, 2026Updated 3 weeks ago
- Machine Learning Project for Depression Detection Using Tweets.☆14Sep 5, 2026Updated last month
- [ISBI 2024] Official implementation of GLOBAL-LOCAL (FREQUENCY) FILTER NETWORKS FOR EFFICIENT MEDICAL IMAGE SEGMENTATION☆14May 28, 2024Updated 2 years ago
- This project develops a Depression Detection System using Machine Learning on Twitter data. It predicts depression by analyzing tweets wi…☆24Jun 7, 2025Updated last year
- Depression web app with text emotion/depression classification and personality/depression test using 4 deep learning models. Demonstrate …☆17Feb 3, 2023Updated 3 years ago
- The goal of this project is to design a classifier to use for sentiment analysis of product reviews. Our training set consists of reviews…☆10Jul 8, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆88Apr 29, 2023Updated 3 years ago
- ☆12Feb 11, 2025Updated last year
- Attention-Based Acoustic Feature Fusion Network for Depression Detection☆29Jun 14, 2025Updated last year
- Polyp-SAM++ is the first text-guided polyp-segmentation method using segment anything model (SAM).☆13Aug 23, 2023Updated 3 years ago
- A machine learning web application used to depict presence of heart disease, made using Random Forest Classifier and Flask. Deployed on p…☆13May 13, 2022Updated 4 years ago
- 基于BERT的文本多标签多分类☆10May 11, 2022Updated 4 years ago
- ☆39Jun 28, 2024Updated 2 years ago
- Local self-attention in Transformer for visual question answering☆13Mar 17, 2024Updated 2 years ago
- 基于MySQL的学生信息管理系统搭建,能实现注册登录,增删改查一键导入导出等功能。☆15May 22, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation☆20Jun 13, 2024Updated 2 years ago
- Automated Detection of Major Depressive Disorder with EEG Signals: A Time Series Classification Using Deep Learning☆21Jun 25, 2024Updated 2 years ago
- This repository was a submission to Unscript hackthon 2022. Domain of AI/ML and Skin Type Recognition problem statement.☆13Jan 23, 2022Updated 4 years ago
- SOTA Document Image Enhancement - T2T-BinFormer: Effective Document Image Enhancement Using tokens-to-token Transformer Network☆24Dec 9, 2023Updated 2 years ago
- Code for IJCAI 2022 accepted paper titled "CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations"☆24Jun 11, 2023Updated 3 years ago
- Classification of Images using Support Vector Machines and Feature Extraction using SIFT.☆14Nov 27, 2020Updated 5 years ago
- DeerSheep0314 / Re4-Learning-to-Re-contrast-Re-attend-Re-construct-for-Multi-interest-Recommendation☆23Aug 4, 2022Updated 4 years ago
- HMM(隐马尔科夫)模型实现词性标注和分词☆10Sep 28, 2017Updated 9 years ago
- This repo is about Vehicle Price Prediction using machine learning and web app created using flask server andalso deployed on heroku☆11Mar 20, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is my Master thesis which evaluates 6D pose estimating deep learning methods for usage in an AR use case. It includes 2 new proxies …☆17Feb 7, 2020Updated 6 years ago
- Car number plate recognition project using Deep Learning frameworks like Yolo, CNN, and CRNN models☆11Dec 8, 2022Updated 3 years ago
- Natural Language to SQL using Google's Gemini Pro Model☆12Dec 27, 2023Updated 2 years ago
- ☆23Aug 2, 2024Updated 2 years ago
- ☆13Oct 19, 2022Updated 3 years ago
- depression detection by using tweets☆26Feb 10, 2019Updated 7 years ago
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆59Jun 17, 2024Updated 2 years ago