kemaya wales

masks

Object Detection

masks Image Dataset

v3

640-640_images_yolov5x

Generated on Mar 20, 2022

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 88%
3882Images
Valid Set 8%
367Images
Test Set 4%
185Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -24° and +24°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images