quadrat cell detection 3 Computer Vision Model
How to use the quadrat cell detection 3 Detection API
Try This Model
Drop an image here or click to upload
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="quadrat-cell-detection-3/5")Or, Use Free 0, Cell 1 and Cell 10 Detection API
Powered by general detection model
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": "0, Cell 1, Cell 10, Cell 11, Cell 12"
},
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
About quadrat cell detection 3 Model
This is an attempt to track the quadrat frame and individual cells so that object counts within cells can be attributed to a specific cell number. Low chance of success as only a small part of the quadrat is in view for most of a typical video record.
Images provided by Natural Resources Wales under the Open Government Licence (https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/).
Contains Natural Resources Wales information © Natural Resources Wales and Database Right. All rights reserved.
Tell the agent what you want to build.
Cite This Project
LicenseCC BY 4.0If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ quadrat-cell-detection-3_dataset,
title = { quadrat cell detection 3 Dataset },
type = { Open Source Dataset },
author = { Reef Analysis Trial },
howpublished = { \url{ https://universe.roboflow.com/reef-analysis-trial/quadrat-cell-detection-3 } },
url = { https://universe.roboflow.com/reef-analysis-trial/quadrat-cell-detection-3 },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2025 },
month = { jun },
note = { visited on 2026-07-29 },
}