Shape

SP

Object Detection

SP Image Dataset

v6

2024-03-28 6:36pm

Generated on Mar 29, 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%
696Images
Valid Set 9%
76Images
Test Set 4%
32Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -3° and +3°
Saturation: Between -15% and +15%
Brightness: Between -25% and +25%
foodwaste-dDcP
76 images
foodwaste-vAQU
36 images
letters
252 images
v1
letters
70 images
v4
letters
82 images