Commercial

Female Hair Loss Dataset

This hair loss dataset provides alopecia images of women captured from the top and front sides, labeled into three classes based on the Ludwig scale, with metadata (age, gender, ethnicity) to support machine learning, deep learning, and AI models for hair loss detection, early diagnosis, and research on hair thinning and scalp health.

Request a demo
  • Images
    4 980
  • People
    2 490
  • Medicine
  • Classification
  • Machine Learning
  • Computer Vision
  • Data Labeling
  • Images
    4 980
  • People
    2 490

Dataset Info

Characteristic Data
Description Photos of people with varying degrees of hair loss for alopecia classification
Data types Image
Tasks Classification, Machine Learning
Number of images 4 980
Number of files in a set 2 images (top and front) and txt file of Ludwig scale
Total number of people 2 490
Labeling Metadata (gender, age, ethnicity)
Age Min = 18, max = 80, mean = 45
Download sample

Technical
Characteristics

Characteristic Data
Image extensions Png, jpeg
Extension of labeling file txt
Source and collection methodology: Data was collected via crowdsourcing platforms.

Dataset Use Cases

  • Medical Research & Dermatology

    Studying Hair Thinning and Scalp Conditions

    Female Hair Loss Dataset provides valuable medical images that help dermatologists and researchers analyze hair thinning, hair density, and scalp health. With images categorized by the Ludwig scale, specialists can study alopecia areata and other hair disorders, supporting better early detection, diagnosis, and effective treatment planning.



  • Machine Learning & AI Development

    Training Models for Hair Loss Detection

    This alopecia dataset supports machine learning and deep learning projects focused on detecting hair falling and hair thinning patterns. Models trained on these training datasets can achieve accurate diagnosis of scalp conditions, classify different skin types, and evaluate hair textures, helping researchers improve learning algorithms and medical AI applications.



  • Pharmaceutical & Cosmetic Industry

    Developing Hair Restoration and Care Solutions

    Pharmaceutical companies and cosmetic brands can use this hair loss dataset to assess the effectiveness of hair restoration products and loss treatments. By analyzing hair follicles, scalp conditions, and natural hairs, this data helps in creating new hair transplants, hair care, and hair growth solutions that target healthier and thicker hair outcomes.



  • Education & Clinical Training

    Supporting Medical Training and Diagnosis Practice

    Medical schools and training centers apply the bald women dataset to teach students how to recognize hair disorders, scalp diseases, and alopecia stages. The dataset contains diverse human skin and hair textures, enabling future dermatologists to practice diagnosing hair conditions and recommend personalized hair loss treatments with higher precision and reliability.



FAQs

What types of annotations are provided in Female Hair Loss Dataset?
Annotations include Ludwig scale classification for different stages of hair loss, along with metadata describing subject age, gender, and ethnicity. This helps improve the performance of trained models in early diagnosis and hair density analysis.
What is the image format and file structure?
Female Hair Loss Dataset provides PNG and JPEG image files for compatibility with most computer vision frameworks. Each subject has two images (top and front views) plus a labeling .txt file, ensuring consistency in training sets and segmentation tasks.
How does this dataset support medical research?
The dataset is useful for developing AI systems that assist in diagnosing hair disorders, monitoring scalp conditions, and evaluating hair loss treatments. It enables neural networks and learning models to achieve higher precision in medical imaging and alopecia classification.
Can I request a sample of the dataset before purchasing or downloading it?
Yes, Unidata provides dataset samples upon request. This allows you to evaluate the image quality, metadata structure, and annotation style before investing in the complete hair loss segmentation dataset.
Still have questions about using Unidata datasets? Read our user-guides

Similar Datasets

What our clients are saying

UniData

4 3 Reviews

PA

Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

TH

Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

Why Choose Us

Unidata offers unparalleled expertise in AI data solutions, delivering superior data quality and optimized workflows

Expertise

Our team consists of industry-leading experts in AI data solutions

Quality

We ensure superior data quality to maximize your AI project's potential

Efficiency

Our optimized workflows accelerate your model training processes

Proven Results

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Customization

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Support

We provide ongoing support and consultation to ensure continuous success
background
team
1000 +
full-time assessors

Ready to get started?

Tell us what you need — we’ll reply within 24h with a free estimate

    What service are you looking for? *
    What service are you looking for?
    Data Labeling
    Data Collection
    Ready-made Datasets
    Human Moderation
    Medicine
    Other (please describe below)
    What's your budget range? *
    What's your budget range?
    < $1,000
    $1,000 – $5,000
    $5,000 – $10,000
    $10,000 – $50,000
    $50,000+
    Not sure yet
    Where did you hear about Unidata? *
    Where did you hear about Unidata?
    Head of Client Success
    Andrew
    Head of Client Success

    — I'll guide you through every step, from your first
    message to full project delivery

    Thank you for your
    message

    It has been successfully sent!

    We use cookies to enhance your experience, personalize content, ads, and analyze traffic. By clicking 'Accept All', you agree to our Cookie Policy.