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Comp597Project

Object Detection

Comp597Project Image Dataset

v6

2022-11-30 1:11am

Generated on Nov 30, 2022

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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 70%
2264Images
Valid Set 20%
647Images
Test Set 10%
324Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 1 dropped

Augmentations

No augmentations were applied.
Model-for-ppedetection
3235 images
eep
eep
3235 images
SDP
helmet-vest-glove-boots-mask
3200 images
SDP
Person-hard_hat-vest-boots
3190 images