Projekt

Box3

Object Detection

Box3 Image Dataset

v1

2024-01-26 4:15pm

Generated on Jan 26, 2024

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 87%
108Images
Valid Set 9%
11Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
box-jRg0
45 images
drugs-boxes-medicines-drugs-medicine
694 images
FYP
Object-Shapes
73 images
box
box
110 images