Dataset de Osos

Osos_Prototype1

Object Detection

Osos_Prototype1 Image Dataset

v11

Onceava Version

Generated on Jun 23, 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 75%
2124Images
Valid Set 15%
419Images
Test Set 10%
283Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -59% and +59%
Blur: Up to 1.75px
Bounding Box: Noise: Up to 5% of pixels