avd

RVM object detection

Object Detection

RVM object detection Image Dataset

v2

2023-02-10 9:04pm

Generated on Feb 10, 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 85%
653Images
Valid Set 13%
101Images
Test Set 2%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
rvm
Bottle-Tin-Plastic-bag
1741 images
srp
plastics
3605 images
can-cloths-bags-plastic-trash
1386 images
SIP
beach-debris
2144 images