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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:

fishing boat passenger ship boat container ship sailboat

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Try Fishing Detection API

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

# 4. Get your results
print(result)

Top Fishing Datasets and Models

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

Related Objects of Interest:

fishing boat passenger ship boat container ship sailboat

fishing-boats project thumbnail

Object Detection

fishing-boats

by Atul Kashyap

1.19k images

Traditional boats of Bangladesh project thumbnail

Object Detection

Traditional boats of Bangladesh

by DIP

1.42k images11 models

Baichher Nouka Dingi_Nouka Fishing trawler Malar Pansi-Nouka Sampan-Nouka

Traditional boats of Bangladesh 2 project thumbnail

Instance Segmentation

Traditional boats of Bangladesh 2

by DIP

1.36k images

Baichher Nouka Dingi_Nouka Fishing trawler Malar Pansi-Nouka Sampan-Nouka

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

holder project thumbnail

Object Detection

holder

4.6k images

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

navy_project project thumbnail

Object Detection

navy_project

32 images

boat sailboat cruise fishing boat marchand tug-boat tug-boat.warship yocht

Smart_Harbor project thumbnail

Object Detection

Smart_Harbor

14.2k images

ship Cargo Fishing IMO

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

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

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

Haul Number-Boat Detection project thumbnail

Object Detection

Haul Number-Boat Detection

2.1k images

boat flag - collaborate with your team on computer vision projects - understand and search unstructured image data ==============================Fishing-Boat V2 - Aditya Projects - v6 2025-02-06 2:14am Roboflow is an end-to-end computer vision platform that helps you haul_number

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 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

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

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

boat project thumbnail

Object Detection

boat

200 images

Boat Fishing Boat Inflatable boat Patrol Boat Patrol boat Wooden boat

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Boat project thumbnail

Object Detection

Boat

by TRI

1

1.37k images49

boat sailboat ship Cargo Carrier CoastGuard Container Navy Passenger Tanker b big ships breakwater canoe cargo ship container ship engineering ship fishing boat fishing_boat k

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

啊 project thumbnail

Object Detection

啊

1.4k images24

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

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

fishing recognition project thumbnail

Object Detection

fishing recognition

by r

798 images

fishing no fishing

Prototype-Dataset-May project thumbnail

Instance Segmentation

Prototype-Dataset-May

by Test Projects

3.62k images4

Buoy/Marker Commercial Vessel Fishing Boat Land Other Obstacle POV Vessel Passenger Vessel Person Powerboat Sailboat Sky Small Craft Water

shipFinal project thumbnail

Object Detection

shipFinal

1.29k images

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

cv-marine project thumbnail

Object Detection

cv-marine

1.75k images

boat fishing-boat sail-boat

Unreal_Ships_detection project thumbnail

Object Detection

Unreal_Ships_detection

3

1.69k images5 models79

fishing ship tug boat

Fishing Boat project thumbnail

Object Detection

Fishing Boat

by Surveillance Camera

244 images

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

afasf project thumbnail

Object Detection

afasf

646 images2

button cheese door gold mobile $2.00 %&& Tea &LIQUOR '''((05/9/2018)<phay>(11.2016)(1758 (THỜ (VIJACO)(dâu<phay>)+84

Gold Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

Weps Lab Group 1 project thumbnail

Object Detection

Weps Lab Group 1

312 images

Aircraft Carrier Cargo ship Cruise Ship Fishing Boat Submarine Surface Combatant Tug boat warships-ws

boat project thumbnail

Object Detection

boat

by MJ

19.3k images

people etc fishing boat merchant ship warship

Marine Surface Object Public Dataset Collection project thumbnail

Object Detection

Marine Surface Object Public Dataset Collection

240 images6

sailboat test Boat Objects canoe cargo ship engineering ship fishing boat kayak passenger ship seaplane speedboat

yolo project thumbnail

Object Detection

yolo

1.92k images1 model2

bottle fish fishing net

ws2 project thumbnail

Object Detection

ws2

600 images

Cargo Fishing Military Passenger Sailing

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

korean_marine_object project thumbnail

Object Detection

korean_marine_object

by SeaShipsSmallTarget

3

5.75k images10

cargo ship fishing boat unclassified ship yacht 기타부유물 등대 부표 선박 어망부표 해상풍력

Floating objects project thumbnail

Object Detection

Floating objects

by ws1

1

1.2k images

Cargo Fishing Military Passenger Sailing motorboat

CLEAN Vessel from Drone Imagery project thumbnail

Object Detection

CLEAN Vessel from Drone Imagery

by vessels tracking

53 images

catamaran fishing vessel recreational boat yacht

len project thumbnail

Instance Segmentation

len

3.57k images

Container Ferry Fishing boat Naval Tanker Yacht

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