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Dataset By Humans
On requestObjects & environment

Crop & Plant Leaf Disease Image Dataset

Field photos of rice, coffee, vegetables and fruit trees, healthy and diseased, taken in real farms rather than in the lab.

See pricing · from $490Get free samples

On request: this dataset is collected to your specification after you order. Depends on crop season; we confirm feasibility when quoting.

Pricing

Fixed prices for standard bundles, collected to your spec. Pick a package and a license to see the exact total, or ask for a custom quote.

Bundle packages compared
FeatureStarterProCustom
Images5002,000Any quantity
Metadata and topic labels✓Included✓Included✓Included
Human-written captions–Not included✓IncludedOptional
Boxes, masks, transcriptions–Not included–Not includedOptional
Datasheet, license, checksums✓Included✓Included✓Included
Research license$490$0.98 / image$1,490$0.75 / imageQuote
Commercial license$1,250$2.50 / image$3,900$1.95 / imageQuote
Exclusive license$4,900$9.80 / image$14,900$7.45 / imageQuote

How ordering works

  1. 1Choose a package and license, then pay a 50% deposit at checkout.
  2. 2Within 48 hours we confirm the spec and send 10–20 sample photos before full collection.
  3. 3We collect and deliver in parts so you can review early. Depends on crop season; we confirm feasibility when quoting.
  4. 4Pay the balance and download the final bundle.

Custom quote

Need another quantity, an Enterprise license or annotations for this topic? Available here:

  • Crop and symptom labels
  • Expert-verified diagnosis (quoted separately)
  • Bounding boxes on lesions
Request a custom quote →

Overview

Many plant disease datasets were photographed on plain backgrounds in controlled conditions. Farmers photograph leaves in the field, against other leaves, in harsh sun or overcast light.

This dataset collects field photos of tropical crops grown in Southeast Asia, healthy and with visible symptoms, so AgriTech models learn from the conditions they will be used in.

Sample photos

Real photos from this topic, shown at reduced resolution. Full-resolution samples are emailed on request.

Real sample photos for this topic are being prepared.

We only show photos we captured ourselves, never stock or AI-generated images. Request samples below and we will email you photos that match your requirements.

Get free full-resolution samples

We email you a sample pack for this topic.

Used only to send your samples. Privacy policy.

Technical specifications

Capture device
Modern smartphones (device model recorded per image in EXIF)
File format
JPEG (original HEIC/RAW on request)
Resolution
Native sensor resolution, typically 12 MP or higher
Crops
Rice, coffee, vegetables, fruit trees (by request)
Conditions
Field photos, natural light, varying backgrounds
Metadata
metadata.jsonl with device, exposure, timestamp, dimensions, topic labels
Location
Vietnam (province level)
License
Research, Commercial, Enterprise or Exclusive

Use cases

  • Disease detection apps

    Train mobile models that help farmers identify problems from a phone photo.

  • Crop monitoring

    Support scouting and early-warning systems for plantations and cooperatives.

  • Research

    Study tropical crop health with real field data.

  • Domain adaptation

    Bridge the gap between lab-captured datasets and field conditions.

How this data is collected

  1. 1Captured on a smartphone by a person
  2. 2Duplicates and near-duplicates removed
  3. 3Blurry and broken images filtered out
  4. 4Faces and license plates detected and blurred
  5. 5Every image reviewed by a person
  6. 6GPS stripped; device EXIF kept
  7. 7Labels, captions and metadata.jsonl generated
  8. 8Datasheet and license packaged with the delivery
Read our full process →

Provenance & legal

  • 100% captured by people: no scraping, no generative AI
  • Datasheet documenting collection, processing and limitations
  • Commercial license that lets you keep models trained on the data
  • Supports training-data documentation under the EU AI Act
Licensing options →

Topic-specific notes

  • • Photos are taken on farms with the farmer's permission.
  • • Symptom labels describe what is visible; expert agronomist verification can be arranged on request.
  • • Farmers and workers are not photographed.

Example metadata record

One line of metadata.jsonl per image. Fields vary with the annotation options you choose; values shown are illustrative.

{
  "id": "pld-000088",
  "file": "images/pld-000088.jpg",
  "topic": "plant-disease",
  "crop": "rice",
  "symptom": "leaf-blast-suspected",
  "verified_by_expert": false,
  "province": "An Giang, VN",
  "device": {
    "make": "Samsung",
    "model": "Galaxy A55"
  },
  "width": 4080,
  "height": 3060
}

Each delivery contains:

plant-leaf-disease-v1/
├── images/
├── metadata.jsonl
├── DATASHEET.md
├── LICENSE.pdf
└── checksums.sha256

Frequently asked questions

Are disease labels verified by experts?

Visible symptoms are labeled by our collectors. Verification by an agronomist can be quoted separately.

Can you collect a specific crop or disease?

Often yes, subject to season and location. Tell us the crop and condition and we will confirm feasibility.

How does payment work for a bundle?

You pay a 50% deposit at checkout and the balance when we deliver the final bundle. Free sample photos are available above before you order, and the deposit is refunded in full if we cannot deliver the agreed spec.

Why is a bundle so much cheaper per image than a single image?

A bundle is planned and collected as one job, so capture, review and privacy processing cost far less per photo. Single images are priced for buyers who need just a few specific photos.

What is the difference between non-exclusive and Exclusive?

With Research or Commercial we may license the photos collected for your order to other buyers later. With Exclusive they are never licensed to anyone else or added to our catalog.

Can I order a different quantity or extra annotations?

Yes. Request a custom quote with the quantity, annotations and deadline you need. Prices per image fall as quantity grows.

Need a variation?

Different angles, lighting, locations, quantity or labels? Describe it and we reply within 48 hours with matching samples and a quote.

Request a quote →

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