screw

screw set2

Object Detection

screw set2 Image Dataset

v4

2024-05-15 5:50pm

Generated on May 15, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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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Dataset Split

Train Set 87%
90Images
Valid Set 9%
9Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±12° Horizontal, ±9° Vertical
Brightness: Between -24% and +24%
12
12
1003 images
ramps-wires-carpets-glass
228 images