cvtesting

ULD

Object Detection

ULD Image Dataset

v1

2024-03-19 10:54am

Generated on Mar 19, 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.
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Dataset Split

Train Set 87%
402Images
Valid Set 8%
39Images
Test Set 4%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Noise: Up to 2% of pixels
Cutout: 5 boxes with 5% size each
Mosaic: Applied
TruckNotTruck
53 images
box-with-pallet
133 images
Truck
38 images