datasets
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corrected-tobacco-dataset-with-ocr
Corrected Tobacco3482 Dataset
This repository contains a cleaned and corrected version of the Tobacco3482 dataset. It addresses significant labeling errors found in the original source that negatively impact model performance.
📌 Dataset Context
The original Tobacco3482 dataset is a staple for document image classification, but it is known to contain noisy labels. This version integrates corrections provided by the research community to ensure a higher standard for… See the full description on the dataset page: https://huggingface.co/datasets/anirudh1112/corrected-tobacco-dataset-with-ocr.CBIS-DDSM-description-corrected
CBIS-DDSM description corrected
Motivation
When the CBIS-DDSM image dataset is downloaded, the DICOM images are named as 1-1.dcm or 1-2.dcm, but in the description files (CSV), they are named as 000000.dcm or 000001.dcm.
Files named 000000.dcm and 000001.dcm are not consistently mapped to 1-1.dcm or 1-2.dcm files.
Some filepaths listed in the ROI mask file path column do not pont to mask images but to crops.
The processing steps address those issues, so that:
All… See the full description on the dataset page: https://huggingface.co/datasets/ACSG-64/CBIS-DDSM-description-corrected.