Shkul

GSV

Object Detection

GSV Image Dataset

v8

2023-06-08 10:49am

Generated on Jun 8, 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 94%
3079Images
Valid Set 3%
89Images
Test Set 3%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal

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