Responsible Dataset Access

Explore OpenPashu animal-health datasets safely.

OpenPashu supports responsible open-access and controlled-access animal-health datasets. Free sample datasets are publicly available, while larger and higher-confidence datasets are provided through reviewed access to protect contributor privacy and ethical use.

20-50
Free sample records
0
Contributor details shared
8+
Dashboard filters
CSV/ZIP
Export formats

Public Website Access

Anyone can learn how OpenPashu works.

Public pages build trust without exposing sensitive contributor data.

About OpenPashu
How image contribution works
Reward rules
Ethics and privacy policy
Sample dataset preview
Dataset categories
Research use cases
Contact and support form

Free Sample Dataset Access

Preview a small dataset before requesting more.

Students and researchers can review sample quality, labels, metadata style, and dataset format before applying for deeper access.

20-50 sample images
Basic labels
Example metadata
Dataset format preview
Watermarked or lower-resolution images if needed
No contributor details

Account-Based Dataset Access

Deeper access starts with an account and a purpose.

After login, users can request dataset access based on role, research purpose, and intended use.

Student
Researcher
Veterinarian
Institution
AI developer
Startup/company
Dairy organization

Access Request Form

Fill the form to request dataset access.

Full dataset access should not be instant. The request should explain who needs the data, why it is needed, and how it will be used.

Users must agree to responsible data use terms before reviewed dataset access is granted.

Admin Review

Access levels are assigned after review.

The OpenPashu team reviews each request and grants the minimum useful access level for the stated purpose.

Access Level
Free Sample
Anyone
Limited sample records
Student Access
Students and colleges
Basic anonymized images and labels
Research Access
Academic researchers
More records and structured metadata
AI Builder Access
AI teams and startups
Larger dataset exports and labels
Clinical Premium
Institutions and companies
Vet-reviewed, higher-confidence data

Dataset Access Workflow

How users access OpenPashu datasets

Users can explore a free sample first, then request deeper access through a responsible review-based system.

1

Explore Sample Data

View a small free sample dataset to understand image quality, labels, and dataset format.

2

Create an Account

Sign up as a student, researcher, veterinarian, AI developer, institution, or organization.

3

Submit Access Request

Tell us your purpose, required dataset category, and intended use.

4

Admin Review

Our team reviews your request to ensure responsible and ethical dataset use.

5

Access Dataset Dashboard

Approved users can view, filter, and download anonymized datasets based on their access level.

Dataset Dashboard

Approved users get a secure dashboard.

The dashboard gives approved users a clear view of available categories, metadata, limits, and responsible use rules.

Dataset categories
Image preview
Labels
Metadata
Download limits
Access expiry date
Citation instructions
Responsible use rules

Example Filters

Useful filters without exposing private location.

Filters help users find relevant data while avoiding exact farm location or private contributor details.

Species
Body part
Disease or condition
Feed type
Image quality
Verification level
Upload date range
Label confidence
Broad state or region only

Downloads By Access Plan

Users download only what their access level allows.

Download permissions should match the user's reviewed purpose and access level.

Free Sample Data

  • Small sample CSV
  • Few sample images
  • Dataset structure guide

Student & Research Data

  • Approved anonymized images
  • Basic labels
  • CSV/JSON metadata
  • Limited download quota

AI Builder Data

  • Bulk image download
  • Labels
  • Metadata
  • Category filters
  • Dataset export ZIP

Clinical Premium Data

  • Vet-reviewed dataset
  • Higher-confidence labels
  • Follow-up information where available
  • Advanced filters
  • Custom dataset request

Important Rule

Open access does not mean everything is downloadable.

Private contributor information such as farmer name, phone number, UPI details, payment details, and exact private location is not shared.

Student projects
Academic research
AI model testing
Veterinary education
Product development
Institutional dataset review
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