Universe

Marine3 Computer Vision Model

byJIMIN YOONTask:
Object Detection
License:CC BY 4.0595 views17 downloads

How to use the Marine3 Detection 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="marine3/6")
Give your agent everything it needs

Or, Use Free Fire, Smoke and Ship Detection API

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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": "fire, smoke, ship, person, buoy"
  },
  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 3.4k imagesMarine3 marine-object sample showing offshore wind power, shipMarine3 marine-object sample showing lighthouse, other floating objects, shipMarine3 marine-object sample showing shipMarine3 marine-object sample showing buoy, shipMarine3 marine-object sample showing other floating objects, shipMarine3 marine-object sample showing lighthouseMarine3 marine-object sample showing offshore wind power, shipMarine3 marine-object sample showing shipMarine3 marine-object sample showing lighthouse, other floating objects, shipMarine3 marine-object sample showing lighthouseMarine3 marine-object sample showing smokeMarine3 marine-object sample showing fire, smoke

About Marine3 Model

Here are a few use cases for this project:

  1. Marine Surveillance: The "Marine3" model can be used in surveillance systems to monitor marine activities. It can point out potential threats like unidentified ships or dangerous floating objects in the water terrain.

  2. Search and Rescue Missions: In instances of ship accidents or missing person reports, this model can assist by spotting humans in the ocean or identifying smoke signals and fires from stranded vessels.

  3. Monitoring Marine Pollution: The vision model could be implemented in systems to assess the presence of unnatural objects within the sea, aiding in efforts to track and reduce marine pollution.

  4. Coastal Management: The model can contribute to monitoring and managing offshore wind power activities, spotting malfunctions or identifying potential hazards such as fire occurrences.

  5. Navigation Assistance: Use of the "Marine3" model can provide valuable insights for naval navigation by identifying lighthouses, buoys, and other significant navigational landmarks.

Cite This Project

LicenseCC BY 4.0

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

@misc{ marine3_dataset,
  title = { Marine3 Dataset },
  type = { Open Source Dataset },
  author = { JIMIN YOON },
  howpublished = { \url{ https://universe.roboflow.com/jimin-yoon/marine3 } },
  url = { https://universe.roboflow.com/jimin-yoon/marine3 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2022 },
  month = { jun },
  note = { visited on 2026-07-29 },
}

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