crops detection modified yolov9 Computer Vision Model
How to use the crops detection modified yolov9 Detection API
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Model type: Roboflow 3.0 Object Detection (Fast)
Dataset: crops-detection-modified-yolov9/1 (524 images)
Checkpoint: COCOn
Aug 5, 2024
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="crops-detection-modified-yolov9/1")Give your agent everything it needs
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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": "tomato, rice, wheat, cashew, crops"
},
use_cache=True # cache workflow definition for 15 minutes
)
# 4. Get your results
print(result)Run on custom image
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Detecting classes:
Or try a test image
About crops detection modified yolov9 Model
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Cite This Project
LicensePublic DomainIf you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ crops-detection-modified-yolov9_dataset,
title = { crops detection modified yolov9 Dataset },
type = { Open Source Dataset },
author = { SamuelSho },
howpublished = { \url{ https://universe.roboflow.com/samuelsho/crops-detection-modified-yolov9 } },
url = { https://universe.roboflow.com/samuelsho/crops-detection-modified-yolov9 },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2024 },
month = { aug },
note = { visited on 2026-07-29 },
}