chiba university

test_dataset

Object Detection

test_dataset Image Dataset

v2

2022-10-31 10:59am

Generated on Oct 31, 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 %
0Images
Valid Set %
0Images
Test Set 100%
249Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -10% and +10%
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 5% of pixels
Parts-and-tools
186 images
Laparoscopic-instruments-9Tll
1253 images