YOLODist trial

Dist-YOLO

Object Detection

Dist-YOLO Image Dataset

v6

2023-07-18 7:57pm

Generated on Jul 18, 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%
1596Images
Valid Set 8%
152Images
Test Set 4%
76Images

Preprocessing

Resize: Fit (reflect edges) in 640x480

Augmentations

Outputs per training example: 3
Flip: Vertical
Saturation: Between -25% and +25%
Brightness: Between -27% and +27%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Cutout: 4 boxes with 7% size each
vehicles-and-traffic-signs
490 images
Objects
275 images
TurtleBots
76 images