sawfruit

ssaw

Object Detection

ssaw Image Dataset

v2

2022-10-19 4:54pm

Generated on Oct 19, 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%
8292Images
Valid Set 9%
807Images
Test Set 4%
366Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -30° and +30°