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Daniel Franklin's Projects

basic-image-classification icon basic-image-classification

A basic example of image classification with PyTorch, included with instructions on how to re-create results and the performance of the best performing model

dino-vit-pcam icon dino-vit-pcam

Self supervised learning through self distillation with no labels (DINO) with Vision Transformers on the PCAM dataset.

weather-prediction-app icon weather-prediction-app

A demonstration application for LSTM based time series forecasting with NOAA temperature data. Dataset organized with MongoDB, model performance analyzed with SQL (MySQL), REST API created with FastAPI, and application containerized with Docker

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