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Object Detection Model

Under Extrusion 2

ue 2

90 images 1 class 2 models

5.1k images 4 classes

0 1 2 3

Object Detection

NewImages_004

Design

98 images 1 class

Strings

Object Detection

Koke Sample

Koke

652 images 3 classes

Break Error Print

Object Detection Model yolov8 snap

personal_printer_augmentation

dark eden

108 images 2 classes 1 model

printer-gantry spaghetti

Classification Model

test-classification

test

60 images 2 classes 1 model

3.8k images 5 classes 1 model

Correct OverExtrude TooClose TooFar UnderExtrude

48 images 1 class

3D Printing Error Test

52 images 2 classes

Unlabeled defected

Classification

20240512

Northeast Forestry University

759 images 1 class

defected

Object Detection

Stringing Images 2

Design

30 images 1 class

Strings

Object Detection Model

AMPS V2

AMPS

61 images 6 classes 1 model

Ghosting LayerSplitting OverExtrusion Stringing UnderExtrusion Warping

Classification

SEP799Nov7th

MESTProject

1.1k images 5 classes

bed_not_stick leg_broken no_bottom no_defect no_support

Object Detection Model snap

momento

indou

420 images 1 class 1 model

spaghetti

Object Detection Model

Under Extrusion

150 images 1 class 2 models

UnderExtrusion

Classification

3D Printer Defect Classification

MESTProject

1.6k images 5 classes

bed_not_stick leg_broken no_bottom no_defect no_support

Classification Model

3D Printer Defect v No Defect

MESTProject

1.6k images 2 classes 1 model

defected no_defected

Classification

PCB classification

hussain

1.6k images 2 classes

defected no_defected

Classification

3DPRINTER classification

hussain

1.6k images 2 classes

3.7k images 5 classes

bed_not_stick leg_broken no_bottom no_defect no_support

Object Detection

3D Print Protector

3D Print Error Detection

5.4k images 7 classes

3D-Printed-Object Extruder Print-Bed Print-Object-Error-Type-1-(Adhesion) Print-Object-Error-Type-2-(Leveling) Print-Object-Error-Type-3-(Support) Print-Object-Error-Type-4-(Stringing)

Object Detection

UMS3_defects

amaris.dlr@gmail.com

2.2k images 14 classes

No_Errorrotation overextrusion_highrotation overextrusion_linerotation overextrusion_lowrotation overextrusionrotation specialrotation stringing_highrotation stringing_lowrotation stringingrotation underextrusion_highrotation underextrusion_linerotation underextrusion_lowrotation underextrusion_moderaterotation underextrusionrotation

Object Detection Model

Strings 1

Design

540 images 1 class 1 model

Strings

Object Detection

UMS3_dd_April10

amaris.dlr@gmail.com

2.3k images 14 classes

No_Errorrotation overextrusion_highrotation overextrusion_linerotation overextrusion_lowrotation overextrusionrotation specialrotation stringing_highrotation stringing_lowrotation stringingrotation underextrusion_highrotation underextrusion_linerotation underextrusion_lowrotation underextrusion_moderaterotation underextrusionrotation

Object Detection

UMS3_dd_May03

amaris.dlr@gmail.com

2.3k images 14 classes

No_Errorrotation overextrusion_highrotation overextrusion_linerotation overextrusion_lowrotation overextrusionrotation specialrotation stringing_highrotation stringing_lowrotation stringingrotation underextrusion_highrotation underextrusion_linerotation underextrusion_lowrotation underextrusion_moderaterotation underextrusionrotation

Object Detection

UMS3_dd_Apri27

amaris.dlr@gmail.com

2.3k images 14 classes

No_Errorrotation overextrusion_highrotation overextrusion_linerotation overextrusion_lowrotation overextrusionrotation specialrotation stringing_highrotation stringing_lowrotation stringingrotation underextrusion_highrotation underextrusion_linerotation underextrusion_lowrotation underextrusion_moderaterotation underextrusionrotation

Object Detection

3printer

kangnam university

501 images 7 classes

0 1 2 3 4 5 6

442 images 1 class

Object Detection Model

Under Extrusion

Under Extrusion Failure

200 images 1 class 3 models

Under-Extrusion

Object Detection

3dprint

robogpt

81 images 2 classes

3dprinter benchy

Object Detection

3D pri

kangnam university

1.5k images 7 classes

0 1 2 3 4 5 6

Object Detection Model

1

3D failure image dataset

Shraddhas Space

90 images 8 classes 1 model

3D failure bed adhesion failure nozzle blob failure poor initial layer bed adhesion faiure predicts-few-3D-failures spahgetti stringing under extrusion 3D failure

Object Detection

1/10 Annotated Frames

3D print wrap

1.1k images 6 classes

0 1 2 Nozzle part wrap

Object Detection Model yolov8s yolov8 snap

3D printing flaws

SpaghettiDetect

9.5k images 13 classes 8 models

Blobs Crack Spagatti Spaghetti Stringing bed adhesion failure fail i nozzle blob failure poor initial layer bed adhesion faiure spaghetti spahgetti stringing

Object Detection Model

test 2

test2

25 images 1 class 1 model

2.1k images 6 classes

Correct OverExtrude TooClose TooFar UnderExtrude Unlabeled

Object Detection

object detection

yttt

1.5k images 5 classes

1 Clogging Effect No Surface Fault Surface Fault Surface fault

Object Detection

zw

test

331 images 1 class

zw

Object Detection Model snap

3d print

AIDA

1.3k images 2 classes 1 model

printfail printpass

Object Detection

NewImages_005

Design

98 images 1 class

Strings

Object Detection

fault

1.4k images 6 classes

Clogging Effect No Surface Fault No Surface fault No Surface fault Surface Fault Surface fault

Object Detection

NewImages_002

Design

94 images 1 class

Strings

Object Detection Model snap

trial 1

trial

77 images 2 classes 1 model

crack groove

Object Detection Model

3d Stuff

Okanagan College

26 images 4 classes 2 models

Printer Head Printer Nozzle PrinterNozzle Workpiece

Object Detection

3DPrinterFailure

SCT

465 images 7 classes

Blobs Crack Spagatti Stringing fail nozzle-blob-failure poor-initial-layer-bed-adhesion-faiure

Object Detection

stringing

test

237 images 1 class

118 images 1 class

350 images 1 class

Torx

Classification

20240513

Northeast Forestry University

797 images 1 class

no_defected

Object Detection

dlp/sla defetcs

dlpsla printing defects dataset

270 images 4 classes

Defects NoDefect NoRow Row