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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:

cargo ship aircraft carrier container ship sailboat tugboat

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Try Cargo 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": "cargo"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Cargo Datasets and Models

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

Related Objects of Interest:

cargo ship aircraft carrier container ship sailboat tugboat

Photovoice project thumbnail

Photovoice

146 images1 model

Advertisement Animal Arches Art Bag Barn Beach Bench Boat Bridge Building Bus Bushes Car Cargo ship Chalk Church Cityscape Clear sky Clouds

COCOfiltered project thumbnail

Object Detection

COCOfiltered

by ProjetIndustrie

504 images1

bicycle bus car motorcycle person skateboard train truck VU agri bus V stroller trotinette vélo cargo

DataV1 project thumbnail

Object Detection

DataV1

864 images3 models10

sailboat canoe cargo ship container ship engineering ship fishing boat kayak passenger boat passenger ship speedboat tanker warship

pascal_to_yolov5 project thumbnail

Object Detection

pascal_to_yolov5

by New Workspace

3.88k images1

bag basket book box building cabinet carrot cart cellphone circle clock cloud coin document door dress eye face fire flag

Boats project thumbnail

Object Detection

Boats

380 images

Battle Ship Cargo Ship

Ship Recognition project thumbnail

Object Detection

Ship Recognition

by Chandra Parashian Napitupulu

2.05k images1 model7

boat buoy helicopter aircraft carrier cargo ship fishing boat lighthouse passenger ship warship

Shopping_Image_Search project thumbnail

Object Detection

Shopping_Image_Search

by vniuimageSearch

50 images

Adidas Originals Adventure Volcano T Shirt_1 Adidas Originals Essentials T Shirt_8 Adidas Originals Linear Logo T Shirt_1 Adidas Originals Rifta Aac Unisex Large Collegiate Logo T Shirt_2 Adidas Originals Sprinter Shorts In Blue Stripe_1 Adidas Originals Three Stripe Sprinter Shorts_2 Allsaints Underground Oversized T Shirt In Black Pastel Pink_3 Allsaints Underground Oversized T Shirt_6 Asos 4505 Training Shorts_4 Asos Design Baggy Nylon Track Pants In Black With Grey Side Stripe_1 Asos Design Classic Rigid Jean_3 Asos Design Co Ord Extreme Wide Leg Jeans With White Panels In 90s Mid Wash Blue_2 Asos Design Disney Unisex Oversized Tee In Black With Maleficent Large Scale Back Print_1 Asos Design Disney Unisex Oversized Tee In Black With Mickey Mouse And Friends_6 Asos Design Muscle Fit Knitted Essential 1 4 Zip Jumper_4 Asos Design Muscle Fit Vest In Black_4 Asos Design Muscle Fit Vest In White_1 Asos Design Muscle Vest In Khaki_1 Asos Design Pull On Cargo Jogger In Charcoal Grey With Elasticated Waist_2 Asos Design Relaxed Fit Viscose Shirt With Low Revere_1

ships project thumbnail

Object Detection

ships

by yao

3.37k images

Arleigh Burke DD Atago DD Cargo Container Ship Destroyer Frigate Hovercraft Oil Tanker Perry FF Submarine Ticonderoga Tugboat

Recognation Surface Object project thumbnail

Object Detection

Recognation Surface Object

by Project Detection Data

2.05k images2

boat buoy helicopter aircraft carrier cargo ship fishing boat lighthouse passenger ship warship

NavesG5 project thumbnail

NavesG5

by Eloys Workspace

203 images

TieInterceptor Zeta Class Cargo Shuttle

Aircraft Door Detection project thumbnail

Object Detection

Aircraft Door Detection

by aircraftDoorDetection

41 images3 models

door cargo door doors

Simulator 2 project thumbnail

Object Detection

Simulator 2

21.7k images

Oil Tanker Others RORO aircraft carrier bulk carrier canoe cargo ship coaster container ship cruise ship fishing boat passenger ship sailing_ship speedboat submarine warship

Smart_Harbor project thumbnail

Object Detection

Smart_Harbor

14.2k images

ship Cargo Fishing IMO

dddgdog project thumbnail

Object Detection

dddgdog

by Geoff Honkerboff

1

1.4k images

0 1 2 3 bulk cargo carrier container ship fishing boat general cargo ship ore carrier passenger ship

ship_2 project thumbnail

Instance Segmentation

ship_2

241 images1 model5

ferry sailboat Other bulk cargo carrier container ship fishing boat general cargo ship ore carrier outboard passenger ship small_buoy

Marine project thumbnail

Object Detection

Marine

by object detection

655 images49

buoy human obstacle cargo fish-boat lighthouse supply tanker yatch

GridPattern project thumbnail

Object Detection

GridPattern

by VQA

1.37k images

Cargo Truck Hatchback Old Man Old Woman Pickup SUV Sports Car Young Man Young woman

General Cargo Lorry project thumbnail

Object Detection

General Cargo Lorry

217 images1

damaged cargo damaged tail light tail light lorry_good condition wooden cargo_good condition

GridPattern_Lite project thumbnail

Object Detection

GridPattern_Lite

by VQA

102 images

Cargo Truck Hatchback Old Man Old Woman Pickup SUV Sports Car Young Man Young woman

small ships dataset 7 project thumbnail

Object Detection

small ships dataset 7

1.08k images1 model7

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

ships project thumbnail

Object Detection

ships

by Edwards Workspace

748 images1 model

Cargo Carrier Cruise Sub Surface Tug

GridPattern_UAV project thumbnail

Object Detection

GridPattern_UAV

by VQA

146 images

Cargo Truck Hatchback Old Man Old Woman SUV Truck Young Man Young Woman

Ship Detection Final project thumbnail

Object Detection

Ship Detection Final

by Roboflow Workspace

748 images

Aircraft Carrier Cargo Ship CruiseShip Submarine SurfaceCombatant Tugboat

ships_detector project thumbnail

Object Detection

ships_detector

by shipdetector

1

501 images7

ferry sailboat Catamaran Cruise Dinghy Jetski SpeedBoat Yacht cargo

Truck Identification project thumbnail

Object Detection

Truck Identification

42 images2 models1

Large Cargo Mid-Size Cargo small truck

Labeled Data 2 project thumbnail

Object Detection

Labeled Data 2

748 images

Aircraft Carrier Cargo Ship CruiseShip Submarine SurfaceCombatant Tugboat

Test1 project thumbnail

Object Detection

Test1

37 images1 model3

Cargo-Of-Trucks

My First Project project thumbnail

Instance Segmentation

My First Project

94 images1 model

Ammiraglia Caccia Cargo Corazzata Incrociatore MoloSpaziale

EW370 Vessels project thumbnail

Object Detection

EW370 Vessels

by Samuels Workspace

748 images

Aircraft Carrier Cargo Ship CruiseShip Submarine SurfaceCombatant Tugboat

Height based Annotation_75 project thumbnail

Object Detection

Height based Annotation_75

1.53k images

Auto Rickshaw Bus Car Cargo Auto Motor Cycle Truck

Ship Classification project thumbnail

Object Detection

Ship Classification

156 images2 models

Aircraft Carrier Cargo Ship Cruise Ships Submarine Surface Combatant Tug Boat

VARAN_Test project thumbnail

Object Detection

VARAN_Test

152 images

brush bucket bucket-grab concrete-cargo metal-cargo narrow-grab rail rubble sleeper

yolov5 project thumbnail

Object Detection

yolov5

150 images

car person 4 Cement Carrier - Encofrador General Cargo Ship - Arklow Beach General Cargo Ship - Finita R General Cargo Ship - Hekla General Cargo Ship - Ura Passenger Ship - Nixe

aircraft_labelling_new project thumbnail

Object Detection

aircraft_labelling_new

136 images1 model

aircraft1 cargo fighter passenger

啊 project thumbnail

Object Detection

啊

1.4k images24

bulk cargo carrier container ship fishing boat general cargo ship ore carrier passenger ship

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