DreamUp

FireTruck

Object Detection

FireTruck Image Dataset

v1

640 for yolov5

Generated on Jan 16, 2024

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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
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Dataset Split

Train Set 88%
117Images
Valid Set 8%
11Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Cutout: 3 boxes with 15% size each
Bounding Box: Rotation: Between -10° and +10°