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Face and Text Emotion Detection This project provides a web application for detecting emotions from both facial expressions and text input. The application uses pre-trained machine learning models to predict emotions in real-time. Dataset Links Face Emotion Detection Dataset: Facial Emotion Recognition ...
0000. DHVANIKOTAK - emotion detection in videos. URL https://github.com/dhvanikotak/Emotion-Detection-in-Videos. Google Scholar Ebrahimi Kahou et al., 2015a Ebrahimi Kahou, S., Michalski, V., Konda, K., Memisevic, R., & Pal, C. (2015). Recurrent neural networks for emotion ...
Dheeraj K, Ramakrishnudu T (2021) Negative emotions detection on online mental-health related patients texts using the deep learning with mha-bcnn model. Expert Syst Appl 182:115–265 Google Scholar Duong AQ, Ho NH, Pant S et al (2024) Residual relation-aware attention deep graph-recurrent...
Our current work argues that joint learning of novelty and emotion from the target text makes a strong case for misinformation detection. In this paper, we propose a deep multitask learning framework that jointly performs novelty detection, emotion recognition, and misinformation detection. Our deep ...
text processing methods such as tokenization, part-of-speech tagging, and dependency parsing along with corpora and lexicons to find the most effective rules sets for emotion detection [11,12]. Several other approaches use lexical affinity with the support of lexicons to capture contextual and ...
Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network Zhicheng Zhang Lijuan Wang Jufeng Yang† TMCC, College of Computer Science, Nankai University, China gloryzzc6@sina.com, 13693225189@163.com, yangjufeng@nankai....
Kusal, S., Patil, S.A., Choudrie, J., Kotecha, K., Vora, D.R., Pappas, I.O.: A review on text-based emotion detection—techniques, applications, datasets, and future directions (2022).ArXiv:abs/2205.03235 Levesque, H., Davis, E., Morgenstern, L.: The winograd schema challenge...
The repository is currently compatible withtensorflow-2.0and makes use of the Keras API using thetensorflow.keraslibrary. First, clone the repository and enter the folder git clone https://github.com/atulapra/Emotion-detection.gitcdEmotion-detection ...
git clone https://github.com/aryaman-0011/Emotion-Detection.git cd Emotion-Detection Install the required libraries: pip install -r requirements.txt Run the model: python face_detection.py Requirements File Below is the content of the requirements.txt file: tensorflow~=2.18.0 keras panda numpy~...