Trash Scan Robot

Trash Scan Yolov3

Object Detection

Trash Scan Yolov3 Image Dataset

v5

2023-12-14 3:36pm

Generated on Dec 14, 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.
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Dataset Split

Train Set 95%
9388Images
Valid Set 5%
522Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -33% and +33%
Noise: Up to 10% of pixels