holo

small

Object Detection

small Image Dataset

v2

2023-10-20 3:43pm

Generated on Oct 20, 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 88%
180Images
Valid Set 8%
16Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x2048
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Blur: Up to 6.5px