tony

sac

Object Detection

sac Image Dataset

v8

2024-04-20 8:09pm

Generated on Apr 20, 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.
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Dataset Split

Train Set 89%
72Images
Valid Set 7%
6Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-99% Horizontal Region, 0-100% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Blur: Up to 0px
Breadboard-Battery-Flashdrive
200 images
plastic
533 images
Flashdrive-Battery-Breadboard
200 images
Hands
89 images