TreinoProjete

AugmentationEzPoint

Object Detection

AugmentationEzPoint Image Dataset

v2

2023-10-04 10:11pm

Generated on Oct 5, 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 88%
639Images
Valid Set 8%
60Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 3% of pixels
helmet-vest-boots-glasses-gloves
7930 images
al
helmets-gloves-glasses
694 images
al
helmets-gloves-glasses
658 images
Gloves-No_Gloves
2000 images
20
helm-safety
694 images