nehara zbeda

chips

Object Detection

chips Image Dataset

v6

2023-11-01 12:37pm

Generated on Nov 1, 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 89%
438Images
Valid Set 8%
39Images
Test Set 3%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x270

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Brightness: Between -17% and +17%