Last

noleft

Object Detection

noleft Image Dataset

v2

2023-08-11 11:17am

Generated on Aug 11, 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 100%
2337Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Fit (reflect edges) in 640x640
Modify Classes: 6 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±11° Horizontal, ±11° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -13% and +13%
Bounding Box: Blur: Up to 2.25px
Bounding Box: Noise: Up to 3% of pixels

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