Sign in to view source links and access this dataset
Description
UniDataPro released a dataset of 1,080 images on July 8, 2025. The collection features top-view scalp images of 540 women with alopecia, each paired with a segmentation mask. It is designed for machine learning applications focusing on hair follicles, hair density, and scalp health analysis.
Use Cases
Train segmentation models to identify hair follicles based on the provided segmentation masks.
Develop models for assessing hair density from top-view scalp images.
Analyze scalp health conditions using paired image and mask data.
Build tools for early detection and diagnosis of hair thinning and falling.
Strengths
Contains 1,080 total images, providing a substantial base for model training.
Includes segmentation masks for all 540 subjects, enabling supervised learning tasks.
Focuses on a specific medical condition (alopecia) with paired image-mask data.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Row count for individual records is unknown, which may limit suitability assessment.
Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
Source
UniDataPro on Hugging Face
Collection Method
Likely collected for medical research purposes, but specific gathering method is not described.
Freshness
Last updated 2025-07-08 11:03:18; freshness should be verified.
License is unknown; users must verify permissions before use.