Hof university of applied science

MyDataset

Object Detection

MyDataset Image Dataset

v2

2024-01-13 11:01pm

Generated on Jan 13, 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 88%
330Images
Valid Set 8%
31Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%