Minproj ECS

ECS Minproj

Object Detection

ECS Minproj Image Dataset

v1

2023-11-29 3:42am

Generated on Nov 28, 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 87%
5036Images
Valid Set 8%
480Images
Test Set 4%
240Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 6px
Bounding Box: Flip: Horizontal, Vertical