SRM

garb

Object Detection

garb Image Dataset

v1

2023-04-17 10:14pm

Generated on Apr 17, 2023

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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 55%
1394Images
Valid Set 24%
597Images
Test Set 21%
528Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Rotation: Between -15° and +15°
CIC
Cardboard-Glass-Metal-Paper-Plas
2519 images
Recyclables
2382 images
qu
waste-types
990 images