ARM - Official PyTorch Implementation
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Oct 11, 2021 - Python
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raf-db
Here are 8 public repositories matching this topic...
This repository is devoted to the development of the facial emotion recognition (FER) system as a final bachelor project at the TU/e. Realised by Blazej Manczak. Supervisors: Dr. Laura Astola (Accenture) and Dr. Vlado Menkovski (TU/e)
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Jan 10, 2021 - Python
Comparative study of 7 CNN architectures for facial expression recognition using generic vs. Action Unit (FACS)-aligned facial-landmark regions — shared vs. landmark-specific backbones, feature-vector vs. feature-map fusion, and 3D convolution, evaluated on RAF-DB and CK+. IEEE CIS Kolkata internship project.
computer-vision deep-learning cnn pytorch ieee affective-computing facial-expression-recognition emotion-recognition facial-landmarks action-units facs feature-fusion mediapipe raf-db ck-plus
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Sep 16, 2026 - Python
Facial emotion recognition on RAF-DB with DDAMFN and a stacking ensemble — multi-scale sentiment prediction (3, 5, and 7 levels), ~91.6% accuracy.
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Jun 4, 2026 - Jupyter Notebook
A real-time facial emotion recognition system using DenseNet121 CNN, detecting emotions like happy, sad, angry, and surprise from webcam or image input. The system maps emotions to emojis, enhancing interaction. Built with TensorFlow, Keras, and OpenCV, this project showcases deep learning in human-computer interaction.
python opencv flask deep-learning tensorflow keras image-classification transfer-learning emoji-suggestions cnn-classification densenet121 face-emotion-recognition raf-db real-time-emotion-detection sure-trust g-1 course-full-stack-data-science
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Apr 16, 2025 - Jupyter Notebook
POSTER_V2 with the additional benefit of detecting faces from the webcam and detecting the emotion in the frame
deep-learning pytorch face-detection vgg16 emotion-recognition fer deepface sklearn-library torchvision raf-db
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Nov 14, 2023 - Python
(Gesture Recognition included)
python opencv machine-learning tensorflow numpy keras cnn matplotlib mediapipe raf-db facial-expression-detection sure-trust emoji-recommendation
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Apr 16, 2025 - Python
This project is about real time emoji recommendation based on facial expression. It is built using pretrained model Mobilenetv2. It detect 7 different expressions like happy,sad,angry,etc., using a web cam using opencv. This project is deployed using Flask
python opencv machine-learning deep-learning tensorflow sklearn jupyter-notebook cnn face-recognition face-detection cnn-keras cnn-classification mobilenetv2 colab-notebook emojireader raf-db full-stack-data-science g1-fsds real-time-emoji-recommendation
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Jan 4, 2026 - Jupyter Notebook
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