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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

cruise tanker tug boat buoy container

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Try Tug Detection API

Run on custom image

Drop or click to upload

# 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": "tug"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Tug Datasets and Models

The datasets below can be used to train fine-tuned models for tug detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

Related Objects of Interest:

cruise tanker tug boat buoy container

Unreal_Ships_detection project thumbnail

Object Detection

Unreal_Ships_detection

3

1.69k images5 models79

fishing ship tug boat

ship-data01 project thumbnail

Object Detection

ship-data01

by admobNattapong rt

3

4.6k images43

buoy container human a civilianship cruise fish-b fishing ship tug boat warship1 warship2

topluindir project thumbnail

Object Detection

topluindir

2

1.15k images

Boat Dhow Junk Tanker Tug White_Boat large_box small_box

aircraft turnaround dataset project thumbnail

Object Detection

aircraft turnaround dataset

by apron activities

2

1.01k images26

Aircraft Bridge connected Cargo loading/unloading Catering truck connected Pushback tug connected Refueling

kapal2 project thumbnail

Object Detection

kapal2

by indra pratama

1

51 images1

crane cargo kapal barang kapal ikan kapal layar kapal penumpang kapal perang kapal rumah sakit kapal tanker nelayan speed buoat tongkang tug buoat very

asdasd project thumbnail

Object Detection

asdasd

1

1.04k images1 model49

buoy container obstacle Boat Dhow Junk Tanker Tug White_Boat cruise fish-b fish-boat warship

8_final_corrected3 project thumbnail

Object Detection

8_final_corrected3

1

18.7k images6

buoy Boat beacon civilianship fishing boat multipurpose passenger-vessel rig sailing boat tug boat warship

ship_classification project thumbnail

ship_classification

by [email protected]

1

5.93k images40

Container vessels Dredger Ships Fishing vessels Passenger vessel Rescue Vessel Salvage Vessel Tanker vessels Tug Ships ferry ships military ships port tender ships

aircraft-turnaround-dataset-5dnjf-orrm3-fsod-hffk project thumbnail

Object Detection

aircraft-turnaround-dataset-5dnjf-orrm3-fsod-hffk

by Roboflow 100-VL FSOD

1

186 images

Aircraft Cargo Loading Equipment Connected Bridge Connected Catering Truck Connected Pushback Tug

Ship classification project thumbnail

Ship classification

by Imageannotation

1

2.78k images

Aircraft Carrier Bulkers Car Carrier Container Ship Cruise DDG Recreational Sailboat Submarine Tug images

turnaround-dataset project thumbnail

Object Detection

turnaround-dataset

1

152 images9

Aircraft Bridge connected Cargo loading/unloading Catering truck connected pushback tug connected

small ships dataset 3 project thumbnail

Object Detection

small ships dataset 3

1

981 images2 models22

bulk-cargo-carrier container-ship fishing-boat general-cargo-ship passenger-ship tanker tug

YOLOv5_Model project thumbnail

Object Detection

YOLOv5_Model

by Vessel Object Detection ProjectThesis

1

260 images1 model15

Bulk Carrier - Souselas Cement Carrier - Encofrador Fishing Support Vessel - Bo Emma Bardan General Cargo Ship - Arklow Beach General Cargo Ship - Finita R General Cargo Ship - Hekla General Cargo Ship - Ura Oil Products Tanker - Mencey Passenger Ship - Nixe Passenger Ship - Volcan De Tagoro Rescue Vessel - Guardamar Polimnia Tug Vessel - Vb Bandama Vehicles Carrier - Suar Vigo

Ship detection project thumbnail

Object Detection

Ship detection

by WHU

1

1.23k images2 models13

barge bulk cargo carrier container ship fishing boat general cargo ship oil carrier ore carrier passenger ship sailing boat speed boat tug war ship

yoloshipdetection project thumbnail

Object Detection

yoloshipdetection

1

259 images3 models12

bulk con oil tug

Boat detection project thumbnail

Object Detection

Boat detection

1

9.87k images8 models

boat buoy ferry people sailboat ship 0 1 2 3 4 5 58 6 7 8 9 Boat Boat Detection - v2 2023-03-16 3:02am Boot

typesofships project thumbnail

Object Detection

typesofships

750 images1 model10

buoy container anchor_handling_tug_supply bulk_carrier combat_vessel cruise kayak other patrol_vessel sailing_vessel tug yacht

small ships dataset 6 project thumbnail

Object Detection

small ships dataset 6

1.08k images1 model19

bulk-cargo-carrier container-ship fishing-boat general-cargo-ship passenger-ship tanker tug yacht

Vessel project thumbnail

Object Detection

Vessel

by 1

632 images2 models11

Bulker Container Sail gas carriers tanker tug warship

8_final_corrected2 project thumbnail

Object Detection

8_final_corrected2

18.8k images6

buoy Boat beacon civilianship fishing boat passenger-vessel rig sailing boat tug boat warship

Fn1. YOLOv8_Model project thumbnail

Object Detection

Fn1. YOLOv8_Model

by Vessel Object Detection ProjectThesis

260 images2

Bulk Carrier - Souselas Cement Carrier - Encofrador Fishing Support Vessel - Bo Emma Bardan General Cargo Ship - Arklow Beach General Cargo Ship - Finita R General Cargo Ship - Hekla General Cargo Ship - Ura Oil Products Tanker - Mencey Passenger Ship - Nixe Passenger Ship - Volcan De Tagoro Rescue Vessel - Guardamar Polimnia Tug Vessel - Vb Bandama Vehicles Carrier - Suar Vigo

YOLOv8_Model project thumbnail

Object Detection

YOLOv8_Model

by Vessel Object Detection ProjectThesis

260 images1 model5

Bulk Carrier - Souselas Cement Carrier - Encofrador Fishing Support Vessel - Bo Emma Bardan General Cargo Ship - Arklow Beach General Cargo Ship - Finita R General Cargo Ship - Hekla General Cargo Ship - Ura Oil Products Tanker - Mencey Passenger Ship - Nixe Passenger Ship - Volcan De Tagoro Rescue Vessel - Guardamar Polimnia Tug Vessel - Vb Bandama Vehicles Carrier - Suar Vigo

small ships dataset 5 project thumbnail

Object Detection

small ships dataset 5

1.08k images1 model2

bulk-cargo-carrier container-ship fishing-boat general-cargo-ship passenger-ship tanker tug yacht

data01 project thumbnail

Object Detection

data01

by admobNattapong rt

31 images1

ship-tug unknow war-ship

Ship Detection project thumbnail

Object Detection

Ship Detection

1.81k images

Aircraft Carrier Bulker Car-Container Cargo Container Crusie DDG Ferry Recreational Vessel Sail boat Submarine Tug

turnaround dataset Computer Vision Project project thumbnail

Object Detection

turnaround dataset Computer Vision Project

by aircraftturnaround

152 images2

Aircraft Bridge connected Cargo loading/unloading Catering truck connected pushback tug connected

Ship project thumbnail

Object Detection

Ship

6.6k images1 model2

object Aircraft Carrier Bulkers Car Carrier Container Ship Cruise DDG Recreational Sailboat Submarine Tug

ship detection project thumbnail

Object Detection

ship detection

by Ship detection

149 images1 model7

Aircraft carrier Tanker Tug boat

ship project thumbnail

Object Detection

ship

198 images

turnaround dataset project thumbnail

Object Detection

turnaround dataset

by apron activities

152 images17

Aircraft Bridge connected Cargo loading/unloading Catering truck connected pushback tug connected

8_final_corrected project thumbnail

Object Detection

8_final_corrected

18.9k images6

buoy Boat beacon breakwater civilianship fishing boat lighthouse passenger-vessel rig sailing boat tug boat warship

aircraft-test project thumbnail

Object Detection

aircraft-test

298 images3

airplane baggage-cart bridged catering-vehicle container-loader open-door push-back-tug push-back-vehicle service-stairs water-dispenser

SMD1 project thumbnail

Object Detection

SMD1

636 images4

Boat Cargo Carrier Container Passenger Tanker Tug

Roboflow_YOLOv8_model project thumbnail

Object Detection

Roboflow_YOLOv8_model

by Vessel Object Detection ProjectThesis

260 images1 model3

Bulk Carrier - Souselas Cement Carrier - Encofrador Fishing Support Vessel - Bo Emma Bardan General Cargo Ship - Arklow Beach General Cargo Ship - Finita R General Cargo Ship - Hekla General Cargo Ship - Ura Oil Products Tanker - Mencey Passenger Ship - Nixe Passenger Ship - Volcan De Tagoro Rescue Vessel - Guardamar Polimnia Tug Vessel - Vb Bandama Vehicles Carrier - Suar Vigo

HungShip project thumbnail

Object Detection

HungShip

9.59k images3

Cargo CoastGuard Container Navy Passenger RoRo Tanker Tug Vessel

Navy project thumbnail

Object Detection

Navy

513 images10

Boat Cargo Carrier CoastGuard Container Navy Tug

diploma-2 project thumbnail

Object Detection

diploma-2

by Alexandra Devyaterikova

1.87k images11

airplane person baggage_truck catering_truck fuel_truck ground_power jet_bridge ramp_loader rolling_stairway stairway tank_hose tug

maritime project thumbnail

Object Detection

maritime

4.6k images6

buoy container human a civilianship cruise fish-b fishing ship tug boat warship1 warship2

Ships_Dataset project thumbnail

Object Detection

Ships_Dataset

by PetersonProjects

4.31k images1 model1

+Aircraft Carrier Bulkers Car Carrier Container Ship Cruise DDG Recreational Sailboat StealthDDG Submarine Tug f

TEST project thumbnail

Object Detection

TEST

254 images

00_not-relevant 01_small-power_boat 02_small-military 03_sailboat 04_navigation_aids 05_medium-yacht 06_medium-tug 07_medium-military 08_medium-fishing 09_large-passenger 10_large-military 11_large-cargo

vesselDetection-re-annotated project thumbnail

Object Detection

vesselDetection-re-annotated

3.49k images

commercial commercial-cargo commercial-fishing commercial-passenger commercial-tug non-commercial non-commercial-sailing other unknown

ships_detect_1 project thumbnail

Object Detection

ships_detect_1

1.09k images8

Bulkers Car Carrier Container Ship Cruise DDG Recreational Sailboat Tug

ships project thumbnail

Object Detection

ships

by Gitam University

6.6k images1 model4

object Aircraft Carrier Bulkers Car Carrier Container Ship Cruise DDG Recreational Sailboat Submarine Tug

Vedit project thumbnail

Object Detection

Vedit

1.23k images

Cargo Cruise Military Offshore Passenger Tanker Tug

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