DPL

KnifeDetect

Object Detection

KnifeDetect Image Dataset

v3

Knife_v5_4perNULL

Generated on Mar 1, 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 86%
2426Images
Valid Set 8%
237Images
Test Set 6%
155Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 96% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Weapons-Gun-Knife-Cleaver-Other-MaybeGun
2600 images
Weapons-Gun-Knife-Cleaver-Other-MaybeGun
1587 images
Weapons
1036 images