MonikaProjects

cup bottle

Object Detection

cup bottle Image Dataset

v4

2024-03-12 1:10pm

Generated on Mar 12, 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.
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Dataset Split

Train Set 76%
315Images
Valid Set 11%
46Images
Test Set 13%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
kp
bottles-and-mugs
257 images
cup-or-bottle-or-person-or-pen
190 images