POSTECH

head

Object Detection

head Image Dataset

v1

2024-01-09 9:31am

Generated on Jan 9, 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
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Dataset Split

Train Set 93%
6270Images
Valid Set 3%
180Images
Test Set 4%
298Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±10° Horizontal, ±10° Vertical
Human-Body-and-Background
1000 images
People-Cars-Human_Face
9973 images
FeiZhanDouRenYuan
4442 images