Wawan

Belt Tightner (All)

Object Detection

Belt Tightner (All) Image Dataset

v1

2024-02-20 2:58pm

Generated on Feb 20, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 82%
6678Images
Valid Set 12%
954Images
Test Set 6%
477Images

Preprocessing

Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 2
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4px
Belt-Tightner
479 images
Containers
1164 images
RandomObjects
1156 images
objects
3123 images