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textile-defect-detection-aaajl/6
Versions
2024-10-15 5:37pm
v9
·
5 months ago
2024-10-15 4:01pm
v8
·
5 months ago
2024-10-05 2:53am
v7
·
6 months ago
2024-09-21 4:32pm
v6
·
6 months ago
2024-09-21 3:47pm
v5
·
6 months ago
2024-09-21 9:35am
v4
·
6 months ago
2024-09-21 9:23am
v3
·
6 months ago
2024-09-21 9:04am
v2
·
6 months ago
2024-09-21 6:50am
v1
·
6 months ago
v6
2024-09-21 4:32pm
Generated on
Sep 21, 2024
Popular Download Formats
YOLOv11
TXT
annotations and YAML config used with YOLOv11.
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.
1532 Total Images
View All Images
Dataset Split
Train
Set
86%
1320Images
Valid
Set
8%
128Images
Test
Set
5%
84Images
Preprocessing
Auto-Orient:
Applied
Isolate Objects:
Applied
Resize:
Stretch to 640x640
Grayscale:
Applied
Auto-Adjust Contrast:
Using Adaptive Equalization
Tile:
2 rows x 2 columns
Augmentations
Outputs per training example:
3
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Shear:
±20° Horizontal, ±9° Vertical
Hue:
Between -15° and +15°
Brightness:
Between -25% and +25%
Noise:
Up to 0% of pixels
Cutout:
3 boxes with 15% size each
Bounding Box: Flip:
Horizontal
Bounding Box: 90° Rotate:
Clockwise, Counter-Clockwise
Bounding Box: Rotation:
Between -24° and +24°
Bounding Box: Shear:
±10° Horizontal, ±10° Vertical
Bounding Box: Brightness:
Between -15% and +15%
Bounding Box: Exposure:
Between -18% and +18%
Bounding Box: Blur:
Up to 2.5px
Bounding Box: Noise:
Up to 0% of pixels
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