Fastai
Fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains, and provides researchers with low-level components that can be mixed and matched to build new approaches.
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Documentation for fastai
Using fastai with Weights & Biases
Using fastai with Weights & Biases
Visualize, Track & Compare Fastai Models
Visualize, compare, and iterate on fastai models with Weights & Biases
DeOldify
Understand how the DeOldify model works, reproduce and visualize the results obtained by the author.
Fine-tuning ResNet-18 for Audio Classification
Reproducible experiments using fastai, fastaudio, and wandb sweeps to explore hyperparameters for achieving high accuracy on the ESC-50 dataset
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