kitkk

IP Merge 2

Object Detection

IP Merge 2 Image Dataset

v1

2023-11-05 9:01pm

Generated on Nov 5, 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.
Other Formats
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Dataset Split

Train Set 87%
6614Images
Valid Set 8%
636Images
Test Set 4%
325Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -23° and +23°
Bounding Box: Shear: ±15° Horizontal, ±23° Vertical
Bounding Box: Noise: Up to 7% of pixels

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