Tiny Object identification

nvddo

Object Detection

nvddo Image Dataset

v2

2024-05-01 5:35pm

Generated on May 1, 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 70%
231Images
Valid Set 21%
68Images
Test Set 10%
32Images

Preprocessing

Auto-Orient: Applied
Static Crop: 38-100% Horizontal Region, 8-94% Vertical Region
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.