OCRModel

Container-presence

Object Detection

Container-presence Image Dataset

v2

2023-08-19 4:48pm

Generated on Aug 19, 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 87%
1623Images
Valid Set 8%
155Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels