ipcnb

bleeding

Object Detection

bleeding Image Dataset

v2

2023-07-27 2:49pm

Generated on Jul 27, 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.
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Dataset Split

Train Set 93%
7944Images
Valid Set %
0Images
Test Set 7%
635Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 8% of pixels
surgery-tool
1305 images
surgery-tool
575 images
z
tools
386 images
surgery-tool
554 images
RCM
surgical-instruments
2629 images