bord1

Object Detection

bord1 Image Dataset

v1

2023-10-04 4:28pm

Generated on Oct 4, 2023

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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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 97%
87Images
Valid Set %
0Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 5% of pixels
pen-and-ruler
48 images
pens-book-keys-calc-pin-stab-rem
90 images