zakiihwan

algo

Object Detection

algo Image Dataset

v2

2023-12-23 12:39am

Generated on Dec 22, 2023

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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 89%
89Images
Valid Set 8%
8Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Dynamic Crop: Class: kelinci
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -25% and +25%
cat-rabbit
50 images
kelinci-kucing
50 images
kucing-kelinci-nxSw
29 images
hewan
29 images
hewan
29 images