sheilla

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human-models

Object Detection

human-models Image Dataset

Try Pre-Trained Model
Versions
2022-12-12 6:17pm
v3
·
2 years ago
2022-12-08 7:49am
v2
·
2 years ago
2022-12-08 7:13am
v1
·
2 years ago
v3

2022-12-12 6:17pm

Generated on Dec 12, 2022
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Popular Download Formats

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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678 Total Images

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Dataset Split

Train Set 88%
594Images
Valid Set 8%
56Images
Test Set 4%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 518x777

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Saturation: Between -5% and +5%
Blur: Up to 0.5px