gwhd2021-fsod-mweq Computer Vision Dataset
About gwhd2021-fsod-mweq Dataset
Overview
Introduction
The dataset focuses on detecting wheat heads in agricultural images to assist with monitoring and analysis. It contains annotations for the following class:
- whd: Wheat heads, which are the parts of the wheat plant where the grains are formed.
Object Classes
whd
Description
The wheat head is part of the wheat plant, distinguished by its elongated shape and spikelets containing grains. They may appear amidst leaves and stems, often seen in dense clusters or isolated. Wheat heads may be green or yellow in color depending on their moisture content.
Instructions
- Annotate the entire wheat head, capturing the full elongated shape from the base near the stem to the tip, even if partially obscured by other parts of the plant.
- Ensure the bounding box includes the entire visible head while excluding leaves and stems unless they are integral to the shape.
- Do not annotate if the head is less than 20% visible, or if it is unclear whether the object is a wheat head.
- Avoid annotating overly blurred objects that cannot be confidently identified as wheat heads.
- Cross-referencing other instances can help disambiguate partially visible wheat heads.
Use Free Whd 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": "whd"
},
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
Roboflow Agent
Tell the agent what you want to build.
Cite This Project
LicenseMITIf you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ gwhd2021-fsod-mweq_dataset,
title = { gwhd2021-fsod-mweq Dataset },
type = { Open Source Dataset },
author = { roboflow20vlold },
howpublished = { \url{ https://universe.roboflow.com/roboflow20vlold/gwhd2021-fsod-mweq } },
url = { https://universe.roboflow.com/roboflow20vlold/gwhd2021-fsod-mweq },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2025 },
month = { feb },
note = { visited on 2026-07-29 },
}