SafeTech

vest

Object Detection

vest Image Dataset

v4

2024-05-21 1:54pm

Generated on May 21, 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 71%
2284Images
Valid Set 16%
525Images
Test Set 13%
428Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Brightness: Between -15% and +15%
Blur: Up to 2.5px
boots-boxes-to-segmentations-ppe-boxes-to-segmentations-B7yw
3481 images
PPE
helmet-vest-gloves
259 images
EPI_WITHOUT_TAG
1307 images
ppe-boxes-to-segmentations
4464 images