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stomata-batch-1 Computer Vision Model

byNew Stomata Project - use this for annotationsTask:
Instance Segmentation
License:MIT

How to use the stomata-batch-1 Segmentation 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="stomata-batch-1-m63eo/18")
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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": "blur, nothing, outside, stomata, trichome"
  },
  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 
See all 280 imagesstomata-batch-1 stomata sample showing nothing, stomata, veinstomata-batch-1 stomata sample showing nothing, stomata, trichome, veinstomata-batch-1 stomata sample showing blur, stomata, trichome, veinstomata-batch-1 stomata sample showing blur, stomata, trichome, veinstomata-batch-1 stomata sample showing blur, nothing, outside, stomata, veinstomata-batch-1 stomata sample showing blur, nothing, outside, stomata, trichome, veinstomata-batch-1 stomata sample showing nothing, outside, stomata, trichome, veinstomata-batch-1 stomata sample showing blur, nothing, outside, stomata, trichome, veinstomata-batch-1 stomata sample showing nothing, outside, stomata, trichome, veinstomata-batch-1 stomata sample showing nothing, stomata, trichome, veinstomata-batch-1 stomata sample showing blur, outside, stomata, trichome, veinstomata-batch-1 stomata sample showing blur, nothing, stomata, trichome, vein

About stomata-batch-1 Model

Stomata Identification project for a university course.

Cite This Project

LicenseMIT

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

@misc{ stomata-batch-1-m63eo_dataset,
  title = { stomata-batch-1 Dataset },
  type = { Open Source Dataset },
  author = { New Stomata Project - use this for annotations },
  howpublished = { \url{ https://universe.roboflow.com/stomata-project-qurl1/stomata-batch-1-m63eo } },
  url = { https://universe.roboflow.com/stomata-project-qurl1/stomata-batch-1-m63eo },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { mar },
  note = { visited on 2026-07-29 },
}

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