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bob

Object Detection

bob Image Dataset

v2

2022-10-02 1:33pm

Generated on Oct 2, 2022

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 88%
4401Images
Valid Set 8%
420Images
Test Set 4%
205Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±7° Horizontal, ±19° Vertical
Blur: Up to 2.75px
Gun-Knives-Grenade
1702 images
Gun-knives-grenade
1702 images
-guns-or-knives-or-grenade-
1691 images
Knife-Grenades-Rifle-Pistol
1702 images
Knife-and-pistol-null-Grenade-Knife-wepobjs
7245 images