BoatDetection Computer Vision Model

byCNNBoatDetectionTask:
Classification
License:CC BY 4.0340 views30 downloads

How to use the BoatDetection Classification API

Try This Model

Drop an image here or click to upload

Or try a test image 

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="boatdetection-tg8ys/3")
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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": "boat, rock, buoy, sailboat, boats"
  },
  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 BoatDetection Model

This project consists of a basic example to start using this tool to create a neural network model, which I have used and loaded a data set, which you can find here: https://github.com/nzmonzmp/dataset-boats Also, I will be downloading another set of images at https://pixabay.com/images/search/boats/ which I will also add to the dataset mentioned above.

Cite This Project

LicenseCC BY 4.0

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

@misc{ boatdetection-tg8ys_dataset,
  title = { BoatDetection Dataset },
  type = { Open Source Dataset },
  author = { CNNBoatDetection },
  howpublished = { \url{ https://universe.roboflow.com/cnnboatdetection/boatdetection-tg8ys } },
  url = { https://universe.roboflow.com/cnnboatdetection/boatdetection-tg8ys },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2025 },
  month = { mar },
  note = { visited on 2026-07-29 },
}

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