Object Detection Model to Recognize Cat and Dog

Object Detection

Dataset Versions

v9

2023-05-14 10:47pm

Generated on May 14, 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.
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Dataset Split

Train Set 87%
210Images
Valid Set 8%
20Images
Test Set 5%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 45% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.5px