킥보드 탐지

Object Detection

킥보드 탐지 Image Dataset

v1

2023-11-15 3:54pm

Generated on Nov 15, 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 87%
327Images
Valid Set 8%
31Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -11° and +11°
Bounding Box: Rotation: Between -11° and +11°
board
163 images
sunghun
162 images
board
136 images
kickboard
251 images