nighrunkarmanas@gmail.com

yolov4

Object Detection

yolov4 Image Dataset

v2

2022-02-18 12:38pm

Generated on Feb 18, 2022

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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%
2466Images
Valid Set 8%
236Images
Test Set 4%
117Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 2.75px
Noise: Up to 5% of pixels
Weapons
1170 images
Weapons
1171 images
guns-rifle-knife-guns-rifle
6563 images
rifle-handgun-knife
8039 images
own
gun-knife-pistol
9000 images