the Garbag projeckt

Hand me that

Object Detection

Hand me that Image Dataset

v1

2022-11-19 7:46pm

Generated on Nov 19, 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 88%
63Images
Valid Set 13%
9Images
Test Set %
0Images

Preprocessing

Resize: Fit (reflect edges) in 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -40% and +40%
Exposure: Between -24% and +24%