new-workspace-xlgzg

ICu

Object Detection

ICu Image Dataset

v5

2023-02-25 7:47pm

Generated on Feb 26, 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 77%
309Images
Valid Set %
0Images
Test Set 23%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
DL
Doctor-Patient-Visitor
59 images
pipe
103 images
pfe
bad-and-humains
32 images