yolo

flierpop

Object Detection

flierpop Image Dataset

v2

2022-08-01 10:56am

Generated on Aug 1, 2022

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 91%
39Images
Valid Set %
0Images
Test Set 9%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels
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