CANBOTTLE

TPA

Object Detection

TPA Image Dataset

v1

2022-05-17 4:45pm

Generated on May 17, 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 96%
3732Images
Valid Set 3%
107Images
Test Set 1%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Noise: Up to 2% of pixels
floating-trashes
4010 images
cardboard-glass-plastic-metal
2292 images
G
bottle
249 images
G
garbage
352 images