alex000kim/nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Automates multi-source image scraping across five NSFW/SFW categories using the Ripme tool and public datasets (Danbooru2018, Caltech256), with Docker containerization for reproducibility. Includes data cleaning pipelines that remove corrupted images and automatically stratify collections into train/test splits. Provides a pre-configured fastai CNN training pipeline achieving 91% classification accuracy across the five categories.
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Jan 21, 2024
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