EAL

Target

Object Detection

Target Image Dataset

v2

2024-04-01 2:45pm

Generated on Apr 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.
Other Formats
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Dataset Split

Train Set 49%
525Images
Valid Set 50%
541Images
Test Set 1%
7Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 2-100% Vertical Region
Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 0% Maximum Zoom