Harry

Pre-Ac

Object Detection

Pre-Ac Image Dataset

v1

2022-08-25 2:47pm

Generated on Aug 25, 2022

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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
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Dataset Split

Train Set 87%
273Images
Valid Set 8%
26Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels
pen-keyboard-mouse-tissue-book
299 images
include-all-kinds
724 images
YoloPictureFromCamera
1356 images