Bolt_Detection_WPPE Dataset
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V1
v20
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salah_format valid error
v19
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salah-harusnya gausa pake resize- kena zoom in-
v18
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V8
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V4
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V3
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V2
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Standard
v9
· 6 months ago
Increased 300
v8
· 9 months ago
increased data on WP Desk
v7
· 9 months ago
Mosaic- Increased Preprocessing Step
v6
· 9 months ago
Increased Image- Webcam
v5
· 9 months ago
Increase Counture
v4
· 9 months ago
Fliped- GS-
v2
· 9 months ago
Sheared- Grayscaled
v1
· 9 months ago
v5
Increased Image- Webcam
Generated on Dec 20, 2023
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
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2356 Total Images
View All Images
Dataset Split
Train Set 87%
2061Images
Valid Set 8%
196Images
Test Set 4%
99Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 50% of images
Brightness: Between -25% and +25%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Shear: ±12° Horizontal, ±10° Vertical