Detecting diseases 2 Computer Vision Dataset

byDEVENDARTask:
Object Detection
License:CC BY 4.0

About Detecting diseases 2 Dataset

Beans, Strawberry and Tomato diseases - v1 2022-09-01

This dataset was exported via roboflow.com on Sep 2, 2022

Roboflow is an end-to-end computer vision platform that helps you

  • collaborate with your team on computer vision projects
  • collect & organize images
  • understand unstructured image data
  • annotate, and create datasets
  • export, train, and deploy computer vision models
  • use active learning to improve your dataset over time

It includes 5494 images. Diseases are annotated in YOLO v7 PyTorch format.

The following pre-processing was applied to each image:

  • Auto-orientation of pixel data (with EXIF-orientation stripping)
  • Resize to 416x416 (Stretch)

No image augmentation techniques were applied.

Classes: Strawberry 'Angular Leafspot' 'Anthracnose Fruit Rot' 'Blossom Blight' 'Gray Mold' 'Leaf Spot' 'Powdery Mildew Fruit' 'Powdery Mildew Leaf' Tomato 'disease' 'leaf mold' 'spider mites' Bean 'ALS' 'Bean Rust'

Use Free Leaf Spot, 10-515625 and ALS Detection API

Powered by general detection model

Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "Leaf Spot, 10-515625, ALS, Angular Leafspot, Anthracnose Fruit Rot"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ detecting-diseases-2_dataset,
  title = { Detecting diseases 2 Dataset },
  type = { Open Source Dataset },
  author = { DEVENDAR },
  howpublished = { \url{ https://universe.roboflow.com/devendar/detecting-diseases-2 } },
  url = { https://universe.roboflow.com/devendar/detecting-diseases-2 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2025 },
  month = { jun },
  note = { visited on 2026-07-29 },
}

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