Dataset Versions
Versions
Original Images
v25
· 2 years ago
Final Dataset - Defect x3 -Azim-
v24
· 2 years ago
Final Dataset x3 -Azim-
v23
· 2 years ago
Final Dataset x4 -Azim-
v22
· 2 years ago
Final Dataset -Azim-
v21
· 2 years ago
NoResize_Mosaic x3
v20
· 2 years ago
NoMosaicx3
v18
· 2 years ago
NoMosaic
v17
· 2 years ago
More-Misalignment
v15
· 2 years ago
70-15-15 Mosaic
v14
· 2 years ago
70-15-15 NoMosaic
v13
· 2 years ago
640NoAutoNoMosaic
v11
· 2 years ago
LabelGoodWith640
v8
· 2 years ago
640Image
v7
· 2 years ago
Mosaic
v6
· 2 years ago
ResizeTo480WithStripe
v5
· 2 years ago
Resize 416
v3
· 2 years ago
Addition-NullGood
v2
· 2 years ago
OnlyBad
v1
· 2 years ago
v5
ResizeTo480WithStripe
Generated on Mar 18, 2023
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
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3372 Total Images
View All Images
Dataset Split
Train Set 98%
3298Images
Valid Set 1%
36Images
Test Set 1%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 480x480
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 5
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.5px