Eddie Lin

yoloapex

Object Detection

yoloapex Image Dataset

v1

2022-03-24 dataargu

Generated on Mar 24, 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 87%
15161Images
Valid Set 8%
1444Images
Test Set 4%
748Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -25% and +25%
targets
7304 images
Enemies
7303 images
AL
people
5089 images
Models
5034 images