VOD10 Yosi

truk-sampah

Object Detection

truk-sampah Image Dataset

v1

2023-09-17 12:36pm

Generated on Sep 17, 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 90%
1185Images
Valid Set 9%
118Images
Test Set 1%
10Images

Preprocessing

Resize: Fit (white edges) in 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
garbage-truck
115 images
none-Qakp
2012 images
amazon-fedex-usps-ups
447 images