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1. germany-energy-load-forecast-api germany-energy-load-forecast-api Public

   Dockerized FastAPI service for forecasting Germany’s hourly electricity load using real Open Power System Data (OPSD). Includes time-series feature engineering, machine-learning baseline model, and…

   Python

2. emotion-recognition-RAVDESS emotion-recognition-RAVDESS Public

   multimodal deep neural network for RAVDESS.mp4 dataset, CV2 , BLSTM, keras, BatchNormalization

   Jupyter Notebook 1

3. Data_Augmentation_using_GPT Data_Augmentation_using_GPT Public

   expand the training dataset in order to enhance the model performance.

   Jupyter Notebook

4. NLP NLP Public

   NLP Linguistics techniques , CNN, data preprocessing, Padding, TfidfVectorizer, bag of words ,Stemming and lemmatizing, Tensorflow., Feature Representation and more.

   Jupyter Notebook 1

5. Object-detection Object-detection Public

   Computer vision, Detectron2, Tensorflow, Pytorch, data annotation

   Jupyter Notebook 1

6. Sentiment-Analysis_Fer2013 Sentiment-Analysis_Fer2013 Public

   Computer vision, face recognition, opencv, EDNN model, Tensorflow, Pytorch,

   Jupyter Notebook 1