Shape

SP

Object Detection

SP Image Dataset

v13

v13

Generated on Apr 30, 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 81%
540Images
Valid Set 5%
36Images
Test Set 13%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Saturation: Between -15% and +15%
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%
foodwaste-dDcP
76 images
foodwaste-vAQU
36 images
letters
252 images
v1
letters
70 images
v4
letters
82 images