Mustapha

Tri des déchets

Object Detection

Tri des déchets Image Dataset

v10

2024-05-12 3:26pm

Generated on May 12, 2024

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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 88%
378Images
Valid Set 8%
35Images
Test Set 4%
18Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: emballage en plastique
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Noise: Up to 0.1% of pixels