laith

any

Object Detection

any Image Dataset

v7

2023-05-18 1:12am

Generated on May 17, 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 82%
1204Images
Valid Set 10%
141Images
Test Set 8%
120Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x480
Modify Classes: 6 remapped, 7 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 3% of pixels

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