internship

Basketball detection

Object Detection

Basketball detection Image Dataset

v2

2023-08-07 11:12am

Generated on Aug 7, 2023

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 89%
63Images
Valid Set 7%
5Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 39% Maximum Zoom
Saturation: Between -21% and +21%
Exposure: Between -17% and +17%
Cutout: 7 boxes with 2% size each
Bounding Box: Brightness: Between -14% and +14%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels