classify Dataset

v4

2024-07-03 1:19pm

Generated on Jul 3, 2024

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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 87%
1687Images
Valid Set 8%
164Images
Test Set 4%
82Images

Preprocessing

Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
zlx
object-Bo3a
524 images
zlx
object-VnUf
2686 images
zlx
object-oEPu
314 images
zlx
object-oSCN
8410 images