BML

fall

Object Detection

fall Image Dataset

v3

2023-09-02 2:07pm

Generated on Sep 2, 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 84%
96Images
Valid Set 11%
12Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
barrel-person-car-lamp
138 images
Guardrails-Suspension-scaffolds-fall-safety-harness
2351 images