ITC

DM code

Object Detection

DM code Image Dataset

v2

2024-01-22 11:18am

Generated on Jan 22, 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 9%
34Images
Test Set 3%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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