Ai/Machine Learning projects
Stock Price Prediction Tool
Developed a forecasting tool using Keras/Tensorflow LSTM model for improved prediction accuracy by considering temporal sequences in stock price movements. Available on GitHub.
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MLPRegressor for Image Memorability
Deployed Scikit-learn MLPRegressor for predicting image memorability, using KNN for data imputation and normalization. Available on GitHub.
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Naive Bayes Classifier for Movie Sentiment
Utilized NLTK Naïve Bayes classifier for binary classification of movie reviews into positive or negative sentiments, including performance evaluation through visualizations and confusion matrices. Available on GitHub.
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Ball detection with YoloV11 and OpenCV camera reframe
HackSussex 25 main prize winning project taking regular wide angle action camera footage and converting this in to broadcast style footage. Custom trained model using a mix of custom and Coco datasets to create object detection for the ball allowing us to determine where to reframe the image, providing a smoother more realistic transition to real-time mechanical/ml solutions.
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