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Rust_Node_ML

Object Detection

Rust_Node_ML Image Dataset

v1

2023-02-02 3:28pm

Generated on Feb 2, 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 88%
183Images
Valid Set 8%
17Images
Test Set 4%
9Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 8% size each
O
RustNodes
253 images
O
Rust-Nodes-players-and-hazmats
576 images
Hostile
1306 images
people-SYLW
486 images