FABRIC’S DEFECT INSPECTION Image Dataset
Versions
2024-05-07 9:20pm
v18
May 7, 2024
2024-05-02 2:58pm
v17
May 2, 2024
2024-04-26 3:15pm
v16
Apr 26, 2024
2024-04-21 5:39pm
v15
Apr 21, 2024
2024-04-21 5:33pm
v14
Apr 21, 2024
2024-04-21 5:31pm
v13
Apr 21, 2024
2024-04-21 5:21pm
v12
Apr 21, 2024
2024-04-21 4:34pm
v11
Apr 21, 2024
2024-04-21 12:24am
v10
Apr 20, 2024
2024-04-20 8:10pm
v9
Apr 20, 2024
2024-04-20 7:56pm
v8
Apr 20, 2024
2024-04-20 6-31pm
v4
Apr 20, 2024
2024-04-20 6:17pm
v3
Apr 20, 2024
2024-04-20 6:02pm
v2
Apr 20, 2024
v4
2024-04-20 6-31pm
Generated on Apr 20, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
2115 Total Images
View All Images
Dataset Split
Train Set 87%
1840Images
Valid Set 9%
188Images
Test Set 4%
87Images
Preprocessing
Auto-Orient: Applied
Static Crop: 2-92% Horizontal Region, 0-90% Vertical Region
Modify Classes: 4 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -3° and +3°
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