Related Objects of Interest: road , tank , no left turn , no parking , no right turn , no u-turn , railway crossing , stop sign , car , sidewalk

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Top Railway Datasets and Models

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

At the bottom of this page, we have guides on how to train a model using the railway datasets below.

Object Detection

3

satellite images

1272 images

bridge building road ship tank Baseball field Church Farmlands Forest Mountains Pond Railway Station River School aeroplanes bareland beach desert houses parking area

Instance Segmentation Model

2

track segmentation

1000 images2 models

Object Detection Model snap

2

Railway_Safety_002

1805 images2 models

Semantic Segmentation Model

2

289 images1 model

bike car pedestrian road sidewalk sign train tree wall crossing-sign dashed-line forwardarrow leavinggap leftarrow railway rightarrow solid-line

Object Detection Model snap

2

10241 images5 models

Animal Crosswalk Obstacle Over-bridge Person Pole Pothole Railway Road-barrier Sidewalk Stairs Traffic-light Traffic-sign Train Tree Vehicle

Instance Segmentation

1

128 images

object railway-tracks-lines

Object Detection Model

1

370 images2 models

railway-crossing-gate

Object Detection

1

200 images

Instance Segmentation Model

1

vegetation segmentation

565 images3 models

vegetation railway sideway

Object Detection

1

150 images

Instance Segmentation Model

1

100 images1 model

Braille block Railway track Stairway Train Train Door

Instance Segmentation Model

1

128 images1 model

railway-tracks-lines

Instance Segmentation Model

1

vegetation segmentation

100 images1 model

grass sidewalk railway

Object Detection Model

1

CustomObjectDetectionYOLOv8

281 images1 model

railway-train-id

Instance Segmentation

1

Beijing Jiaotong university

100 images

railway railway10 railway11 railway12 railway13 railway14 railway15 railway16 railway2 railway3 railway4 railway5 railway6 railway7 railway8 railway9

Object Detection Model snap

1

train_detection

5417 images2 models

Instance Segmentation Model roboflow-3-n-seg

1

229 images1 model

Object Detection Model snap yolov8 yolov8x yolov8n

1

Railway Crack Detection

936 images7 models

Object Detection Model snap

1

568 images2 models

bridge building bus car harbor helicopter house park pickup plane road roundabout ship tank tractor tree truck van Car Car Parking

Semantic Segmentation Model

1

Railway_semantic_segmentation

258 images3 models

Object Detection Model snap

1

3845 images1 model

crack leakage railway spalling void

Object Detection Model snap

Davidovich Boris

2105 images3 models

tank railway trains-railway

Object Detection Model snap

Davidovich Boris

2105 images3 models

tank railway trains-railway

Object Detection Model snap

Davidovich Boris

601 images3 models

tank railway trains-railway

Instance Segmentation

Railway-obstacles

University Of Genoa

93 images

fallen-tree railway

Object Detection

428 images

human railway-track

Object Detection

'noLeft','noRight','Goleft','Goright','Circle','stop','pedestrians','Railway'

780 images

stop Circle Goleft Goright Railway noLeft noRight pedestrians

Object Detection Model

rail and track segmentation

project track segmentation

50 images1 model

railway-tracks track

Object Detection

railway-station

100 images

railway-station

Object Detection

770 images

Instance Segmentation

171 images

obstacle fastener railway sleeper

Object Detection

Road Signs Dectector

66 images

no parking stop sign divided road ends do not enter no u-turn railway crossing right curve road ends school area traffic light ahead two-way traffic yield

Instance Segmentation

41 images

obstacle fastener railway sleeper

Object Detection Model snap

Davidovich Boris

874 images3 models

Object Detection

Railway-Station

150 images

Railway-Station

Instance Segmentation

129 images

obstacle fastener railway sleeper

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