Dataset Versions

v8

vidSSD_v8

Generated on Jan 4, 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 80%
689Images
Valid Set 10%
87Images
Test Set 10%
86Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 1
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Exposure: Between -10% and +10%