final project

Object Detection

final project Image Dataset

v8

2023-12-12 12:34pm

Generated on Dec 12, 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 81%
558Images
Valid Set 13%
90Images
Test Set 6%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
person-dog-dG9O
347 images
dog-FxIq-dog-active-SLrE-eDtn
180 images
dog-FxIq-dog-active-SLrE
180 images
dog-FxIq-people-dog-FxIq-dog-act
665 images