Senior

HumanTrain

Object Detection

HumanTrain Image Dataset

v3

2021-10-04 2:39am

Generated on Oct 3, 2021

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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.
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Dataset Split

Train Set 90%
2253Images
Valid Set 7%
164Images
Test Set 3%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
Brightness: Between -25% and +25%