jimborian

label

Object Detection

label Image Dataset

v1

2023-12-26 3:23pm

Generated on Dec 26, 2023

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 94%
6435Images
Valid Set 4%
260Images
Test Set 2%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 412x412

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±12° Horizontal, ±18° Vertical
Blur: Up to 2px
Noise: Up to 10% of pixels