3d printing fail detection Image Dataset
Versions
2024-03-23 9:25pm
v9
Mar 24, 2024
2024-03-07 10:45am
v8
Mar 7, 2024
2024-02-04 8:23pm
v7
Feb 5, 2024
2024-02-01 1:22pm
v6
Feb 1, 2024
2024-02-01 12:54pm
v5
Feb 1, 2024
2024-01-18 11:12am
v4
Jan 18, 2024
2023-08-24 5:11pm
v3
Aug 24, 2023
2023-08-13 11:57pm
v2
Aug 14, 2023
2023-08-12 10:56pm
v1
Aug 13, 2023
v9
2024-03-23 9:25pm
Generated on Mar 24, 2024
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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7330 Total Images
View All Images
Dataset Split
Train Set 96%
7030Images
Valid Set 2%
168Images
Test Set 2%
132Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 9
Flip: Horizontal, Vertical
Brightness: Between -15% and +15%
Blur: Up to 1.5px
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