capstonedesign2

inbody_data

Object Detection

inbody_data Image Dataset

v4

2023-11-01 8:32pm

Generated on Nov 1, 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%
165Images
Valid Set 6%
12Images
Test Set 7%
13Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 22% of images
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
XYZ
words
4592 images
abc
table-table-sections
1376 images
abc
auto-generated-dataset-inv-table-table-sections
1908 images
XYZ
wirds
3219 images