DASASETCATDOG

DATASET HEWAN

Object Detection

DATASET HEWAN Image Dataset

v2

2024-01-19 7:43am

Generated on Jan 19, 2024

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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 87%
4176Images
Valid Set 8%
398Images
Test Set 4%
199Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Grayscale: Apply to 100% of images