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trash Final

Object Detection

trash Final Image Dataset

v8

2024-01-27 12:50am

Generated on Jan 26, 2024

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 87%
2208Images
Valid Set 8%
212Images
Test Set 4%
104Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 608x608
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±13° Horizontal, ±14° Vertical
Grayscale: Apply to 23% of images
Hue: Between -21° and +21°
Saturation: Between -34% and +34%
Brightness: Between -22% and +22%
Exposure: Between -14% and +14%
Blur: Up to 3.7px
Noise: Up to 1.29% of pixels
can-plastic-glass-pet
150 images
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glass-plasticbottle-can
983 images
glass-can-plastic
768 images
label removal-ajL5
225 images