Airpods

Object Detection

Airpods Image Dataset

v5

2022-09-28 5:38pm

Generated on Sep 28, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 81%
93Images
Valid Set 10%
12Images
Test Set 9%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -22° and +22°
Mosaic: Applied
b
airpods
50 images
AirPods-AirPodsLeft-AirPodsRight
131 images
airpods-pro
74 images