Natchapon Karbtum

terminal jack

Object Detection

terminal jack Image Dataset

v5

2023-04-23 2:43am

Generated on Apr 22, 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 92%
528Images
Valid Set 4%
22Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels
Cutout: 3 boxes with 12% size each
Mosaic: Applied
sut
Terminal
225 images
sut
Terminal
215 images
sut
Terminal
195 images
sut
Terminal
210 images
sut
Terminal
96 images