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optimized-ds

POC

350 images 2 classes

bogie spring

Axle box Axle spring bloester spring bogie joint vertical shock absorber

personal project

POC

411 images 6 classes

Augmented dataset

POC

76 images 2 classes

bogie spring

update_project

POC

500 images 2 classes

bogie spring

Latest training workspace

lets do it

555 images 3 classes 1 model

0 Bogie Spring

spring

Yogesh yadav

119 images 1 class

spring

bogie

test

1.4k images 8 classes 1 model

Casnub_Bogie Co-Co Coco_Bogie ICF_Bogie LHB_Bogie bogie-icf bogie-lhb bogie-wagon

1

miix

holes

3.8k images 3 classes

train rail trolley

Object Detection snap

TE- weels

Weels

595 images 3 classes

railedge wheel edge1 wheel-edge2

springs_boxnhl

MVISimageprocessing

63 images 3 classes

EMPad axle cover springs

BaseDefected BodyDefected DoorDefected DoorOpened EngineCounter EngineEnd EngineStart LeftOver WagonCounter

Convert to yolov5

Suman Jha

1.4k images 9 classes

Bogie Detection

Saurav Singh

534 images 4 classes 2 models

Co-Co bogie-icf bogie-lhb bogie-wagon

University of KwaZuluNatal

Bogie Detection

534 images 4 classes

Co-Co bogie-icf bogie-lhb bogie-wagon

stock03

61 images 8 classes

wheel EMpad _background_ adapter axle framekey no_framekey spring

STOCK01

61 images 8 classes

wheel EMpad _background_ adapter axle framekey no_framekey spring

stock04

61 images 8 classes

wheel EMpad _background_ adapter axle framekey no_framekey spring

stock02

154 images 2 classes

back front

119 images 1 class

area_scan_new_valid_2

ABC

31 images 4 classes

HangingParts axlecover empad springs

Object Detection Model

school

45 images 4 classes 1 model

0 1 2 3

Train hanging parts detection

train parts

287 images 1 class 3 models

spring

Instance Segmentation

Train2

Mineral Resources

602 images 1 class

train

Object Detection Model snap yolov11 yolov11n

Rail Defects Detection

raviM

3.5k images 2 classes 2 models

Defect Non-Defect

train-bogie

YOLOV8

3.4k images 14 classes

container tank Casnub_Bogie ICF_Bogie LHB_Bogie autorack boxcar cargo flatcar flatcar_bulkhead gondola hopper locomotive passenger

stock06

61 images 3 classes

_background_ axle spring

Object Detection Model yolov11 yolov11m

Coach_Number_Sept

480 images 11 classes 2 models

0 1 2 3 4 5 6 7 8 9 bb

stock05

61 images 8 classes

wheel EMpad _background_ adapter axle framekey no_framekey spring

cheesxxx

Gordon

2.7k images 34 classes

bag bird car danger human people person plastic bag rock vehicle Animal Animals-Level 1 Animals-Level 2 Car Metal barrel Metal frame Natural disaster Person Plastic board Plastic pipe

Object Detection Model yolov11 yolov11m

Coach_Number_Sept 2

301 images 1 class 1 model

bb

labelme_area_scan_only_validation

MVISLabelmeAnnotated

45 images 6 classes

BH01EMP BH02ECS BH03AC BH04SS HangingParts SpringAssembly

boxnhl

MVISimageprocessing

160 images 2 classes

bolt EMpad

segm-train-rail

holes

558 images 3 classes

train coupler rail

Instance Segmentation

seg

Ekaterina Melnik

1.2k images 1 class

1

railway-track-defected railway-track-defection

railway

tan

360 images 2 classes 1 model

bolts_detection

MVISimageprocessing

51 images 2 classes

3Bolts bolts

labelme_area_scan_only

MVISLabelmeAnnotated

233 images 12 classes

Axlecover BH01EMP BH02ECS BH03AC BH04SS EMPad HangingParts SpringAssembly axlecover empad hanging_part springs

Object Detection Model

3

Defect Detection

cse499

1.9k images 8 classes 1 model

0 1 2 3 defective fishplate fastener missing fastener non defective fishplate

54474

Framekey

60 images 3 classes

object 0 1

Object Detection Model yolov11 yolov11s

ultimate_bb_detection1

1.3k images 1 class 1 model

bb

rails_defects

CSCI 199

238 images 1 class

defects

rails_defects raw

CSCI 199

238 images 1 class

defects

Object Detection Model yolov8n yolov8 yolov8s snap

Bogie Type

Nitish Kumar Singh

113 images 7 classes 2 models

Casnub_Bogie Coco_Bogie EMPad ICF_Bogie LHB_Bogie Train-Bogie springs

rails_defects

contrrails

248 images 1 class 1 model

defects

area_scan_new_train_2

ABC

202 images 4 classes

HangingParts axlecover empad springs

Rail Surface (Ramathibodi)

Ray Obj Detection

386 images 8 classes

15 16 20 flaking rail joint spalling squat wheelburn

Instance Segmentation

38 images 1 class

Coach Dataset with Numbers