bottlesAPI

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My_Bottles

Object Detection

My_Bottles Image Dataset

Try Pre-Trained Model
Versions
2023-12-04 1:14pm
v2
·
7 months ago
2023-12-04 1:11pm
v1
·
7 months ago
v2

2023-12-04 1:14pm

Generated on Dec 4, 2023
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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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5048 Total Images

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Dataset Split

Train Set 90%
4548Images
Valid Set 7%
337Images
Test Set 3%
163Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%