Garden Guard

GG

Object Detection

GG Image Dataset

v5

2024-04-28 8:22pm

Generated on Apr 29, 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%
8293Images
Valid Set 9%
886Images
Test Set 5%
445Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
squirrel-mice-rabbits-skunks
2917 images
do-c-p-de-bo-bi-r-sq-o-sk
1071 images
deer-squirrel-rabbit
6184 images