pencilWork

pencilProject

Object Detection

pencilProject Image Dataset

v1

pencil

Generated on Nov 18, 2022

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 85%
33Images
Valid Set 8%
3Images
Test Set 8%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -22° and +22°
Blur: Up to 3px
Noise: Up to 3% of pixels
pen
Dwi
bluepen
53 images
Cup-Pen-Pencil-Watch-Phone
1238 images
pen
pen
155 images