YOLOv8

Trash sorting

Object Detection

Trash sorting Image Dataset

v5

2023-08-25 9:24pm

Generated on Aug 25, 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 89%
183Images
Valid Set 6%
12Images
Test Set 5%
11Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Plastic-Paper-Hazard-food
162 images
Recycle-General-Biohazard
40 images
Aluminum-Paper-Plastic
95 images