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basic-image-classification
basic-image-classification PublicA basic example of image classification with PyTorch, included with instructions on how to re-create results and the performance of the best performing model
Python 3
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basic-semantic-segmentation
basic-semantic-segmentation PublicA basic example of semantic segmentation with fully convolutional networks on the Oxford IIIT pet dataset.
Python
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dino-vit-pcam
dino-vit-pcam PublicSelf supervised learning through self distillation with no labels (DINO) with Vision Transformers on the PCAM dataset.
Python
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weather-prediction-app
weather-prediction-app PublicA 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 Fas…
Python
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llm-summarization
llm-summarization PublicSummarization with llama 2-7B and TLDR dataset. RLHF with OpenAI summarization dataset
Python
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