DeepBin

containers

Object Detection

containers Image Dataset

v5

2022-09-06 5:57pm

Generated on Sep 6, 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.
Other Formats
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Dataset Split

Train Set 87%
810Images
Valid Set 8%
75Images
Test Set 5%
47Images

Preprocessing

Resize: Stretch to 250x250

Augmentations

Outputs per training example: 3
Saturation: Between -79% and +79%
types-of-garbage
191 images
rubbish-Materials
4176 images
Materials
3689 images
Brick-Concrete-Rebar-Wood
1999 images