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encoder-model

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A complete pipeline for sentiment analysis using Hugging Face Transformers and AWS services. The model can be run on both Streamlit Share Server and AWS (using S3 for storage and EC2 for deployment). This repository covers data preprocessing, model training, evaluation, and accurate sentiment prediction on reviews.

  • Updated Sep 11, 2025
  • Python

DYLEM-GRID is a deep learning project for dynamic hand gesture recognition using a Bidirectional LSTM network with Attention mechanism. The repository implements a model trained on the DYLEM-GRID dataset (Dynamic Leap Motion Gesture Recognition Indexed Dataset), which contains 400 recordings of four distinct dynamic hand gestures.

  • Updated Dec 20, 2025
  • Jupyter Notebook

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