knife Dataset

v10

2022-09-12 3:08am

Generated on Sep 12, 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 75%
315Images
Valid Set 18%
75Images
Test Set 7%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Blur: Up to 3.5px