unwira

TA

Object Detection

TA Image Dataset

v25

2024-01-14 5:35pm

Generated on Jan 14, 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 59%
936Images
Valid Set 24%
383Images
Test Set 17%
262Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-78% Horizontal Region, 10-84% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
lantana
520 images
LANTANA KUNING
213 images
Lantana Jingga
226 images