Dataset Versions

v4

YOLOv7-New

Generated on Oct 22, 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 92%
19805Images
Valid Set 8%
1766Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 224x224
Modify Classes: 30 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Blur: Up to 3.5px

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