Clothes Defect Detection Dataset
Versions
2023-04-10 10:30pm
v9
· a year ago
2023-04-10 10:20pm
v8
· a year ago
2023-04-09 11:01pm
v7
· a year ago
2023-04-09 9:37pm
v6
· a year ago
2023-04-09 8:10pm
v5
· a year ago
2023-04-04 2:31pm
v4
· a year ago
2023-04-04 2:15pm
v3
· a year ago
2023-04-04 1:28pm
v2
· a year ago
2023-04-03 5:57pm
v1
· a year ago
v9
2023-04-10 10:30pm
Generated on Apr 10, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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571 Total Images
View All Images
Dataset Split
Train Set 92%
525Images
Valid Set 4%
23Images
Test Set 4%
23Images
Preprocessing
Resize: Stretch to 1024x1024
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%