aegis

Boxes detection dataset

Object Detection

Boxes detection dataset Image Dataset

v2

2023-07-18 2:50pm

Generated on Jul 18, 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 92%
342Images
Valid Set 6%
23Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each
defective-boxes
633 images
defective-boxes
153 images
pallet-BTA6
632 images
paquets-boxes
255 images