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Jet engine turbine blade defect detection
Object Detection
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44
Dataset
1
Model
1
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Dataset Versions
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Versions
2023-04-04 9:51pm
v1
·
2 years ago
v1
2023-04-04 9:51pm
Generated on Apr 4, 2023
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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
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Tensorflow 2.0 Object Detection
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PaliGemma
PaliGemma JSONL format
used for fine-tuning
PaliGemma
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CreateML JSON
CreateML JSON format
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44
Total Images
View All Images
Dataset Split
Train Set
59%
26
Images
Valid Set
20%
9
Images
Test Set
20%
9
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
No augmentations were applied.
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