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Red Dead Vision

Object Detection

Red Dead Vision Image Dataset

v1

V1

Generated on Jan 9, 2023

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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Dataset Split

Train Set 86%
102Images
Valid Set 8%
10Images
Test Set 6%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x180
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Blur: Up to 10px