Maize 001 Computer Vision Model

bymaizeTask:
Object Detection
License:CC BY 4.0824 views30 downloads

How to use the Maize 001 Detection API

Try This Model

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Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="maize-001/2")
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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": "maize"
  },
  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 

About Maize 001 Model

Project Overview: This project utilizes a dataset created from ortho-rectified imagery of maize seedlings captured by drones. It is designed to be applicable for training tasks in the field of close-range remote sensing, particularly for the detection of maize seedlings at various growth stages. The model of the UAV is the DJI Mavic 3M. The imagery was captured at the Jinan branch of the National Maize Improvement Center.

Class Descriptions: The dataset includes only one class type, which is maize.

Author: Shulei Zhu

Cite This Project

LicenseCC BY 4.0

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

@misc{ maize-001_dataset,
  title = { Maize 001 Dataset },
  type = { Open Source Dataset },
  author = { maize },
  howpublished = { \url{ https://universe.roboflow.com/maize-pjuvu/maize-001 } },
  url = { https://universe.roboflow.com/maize-pjuvu/maize-001 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2024 },
  month = { may },
  note = { visited on 2026-07-29 },
}

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