BK

dvdsv

Object Detection

dvdsv Image Dataset

v1

2023-02-20 3:11am

Generated on Feb 20, 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 95%
372Images
Valid Set %
0Images
Test Set 5%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Shear: ±10° Horizontal, ±8° Vertical
Saturation: Between -18% and +18%

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