coffee bean Dataset

v7

2024-10-26 1:39pm

Generated on Oct 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.
Other Formats
Choose another format.

Dataset Split

Train Set 63%
84Images
Valid Set 7%
10Images
Test Set 30%
40Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Shear: ±14° Horizontal, ±18° Vertical
Blur: Up to 3.4px
Cutout: 3 boxes with 16% size each

Similar Projects

See More
162 images 1 model
1.2k images 1 model